{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "68e9310f-109d-4f30-b263-d1e6c058ee80",
   "metadata": {},
   "source": [
    "# Setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "6805b3b5-782b-437c-82b3-9392abb5a599",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# %pip install -q -r requirements.txt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "94f0fcdd-1653-440e-8ebc-9c33d931163a",
   "metadata": {},
   "source": [
    "## Config"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5d0bd22f-293e-4c15-9dfe-8070553f42b5",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "INPUT_DATASET = 'derek-thomas/labeled-multiple-choice-explained-falcon-reasoning'\n",
    "REVISION = '536f3b8'\n",
    "OUTPUT_DATASET = 'derek-thomas/labeled-multiple-choice-explained-falcon-tokenized'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a1fc7a29-6b60-446d-b708-012f897de6a9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6b7b5851e4944f36a31679d28c6d60e4",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(HTML(value='<center> <img\\nsrc=https://huggingface.co./front/assets/huggingface_logo-noborder.sv…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from transformers import AutoTokenizer\n",
    "from huggingface_hub import get_token, login\n",
    "\n",
    "login()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f17edf80-7318-4b65-ae60-7433a12ad8cb",
   "metadata": {},
   "outputs": [],
   "source": [
    "BASE_MODEL = 'tiiuae/Falcon3-7B-Instruct'\n",
    "tokenizer = AutoTokenizer.from_pretrained(BASE_MODEL, token=get_token())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "df697715-3cff-4177-bfa0-348a76d00a73",
   "metadata": {},
   "source": [
    "# Prompt Experiment\n",
    "## Goal\n",
    "I want to explore a few scenarios for prompt fine-tuning. Lets consider a scenario where we have the following available:\n",
    "- (Q) Question\n",
    "- (AC) Answer Choices\n",
    "- (R) Reasoning\n",
    "- (FA) Final Answer\n",
    "\n",
    "How would performance differ if we tried changing the order?\n",
    "\n",
    "Scenario 1: `Q - AC - R - FA`\n",
    "This is the most natural, we want the model to generate reasoning before the final answer. Based on how decoding works, this will give the most information before selecting the Final Answer.\n",
    "\n",
    "Scenario 2: `Q - AC - FA - R`\n",
    "This is quite awkward. Why would we put our reasoning last? Its faster. Could the model be trained in such a way to \"know\" the reasoning before responding with it? If so we could save a lot of tokens. Im skeptical, but its worth testing.\n",
    "\n",
    "Scenario 3: `Q - AC - FA`\n",
    "This is our fine-tuning control.\n",
    "\n",
    "Scenario 4: Base\n",
    "This is our un-fine-tuned control.\n",
    "\n",
    "In each of these scenarios I will build prompts with strucutred generation to fine-tune with. I noticed some difficulty in a first pass with getting consistent response formats, but thats out of scope, so structured generation can help a lot here.\n",
    "\n",
    "## Implementation\n",
    "To explore this goal, we will start with [layoric/labeled-multiple-choice-explained](https://huggingface.co./datasets/layoric/labeled-multiple-choice-explained) as our dataset. It has explanations already provided by GPT-3.5-turbo. Given that these explanations are a bit different than what falcon would do, it might be useful if we generate some from falcon as well. Based on [this notebook](./poe-generate-falcon-reasoning.ipynb) we have been able to generate falcon reasoning in this refined dataset [derek-thomas/labeled-multiple-choice-explained-falcon-reasoning](https://huggingface.co./datasets/derek-thomas/labeled-multiple-choice-explained-falcon-reasoning).\n",
    "\n",
    "In this notebook we will format our data such that we can try each experiment and then we will push it to my repo: [derek-thomas/labeled-multiple-choice-explained](https://huggingface.co./datasets/derek-thomas/labeled-multiple-choice-explained)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13cc5c85-0642-4348-8167-60b5ed5d37d5",
   "metadata": {},
   "source": [
    "## Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "7925796f-6b90-4c43-8c22-e3906cfbdf3b",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from datasets import load_dataset\n",
    "import json"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c5750868-8442-4d0b-9259-4e7e490793bb",
   "metadata": {},
   "source": [
    "## Load and Preprocess the Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d8d7a40a-57af-45b9-bcea-8ac4c3ec0e61",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Before Cleaning: 8413 rows\n",
      "Index(['formatted_question', 'combined_fact', 'answer_key', 'topic',\n",
      "       'explanation', 'question_text', 'answer_choices',\n",
      "       'falcon_reasoning_prompt', 'falcon_reasoning'],\n",
      "      dtype='object')\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>formatted_question</th>\n",
       "      <th>combined_fact</th>\n",
       "      <th>answer_key</th>\n",
       "      <th>topic</th>\n",
       "      <th>gpt3_5_reasoning</th>\n",
       "      <th>question_text</th>\n",
       "      <th>answer_choices</th>\n",
       "      <th>falcon_reasoning</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>what is satellite technology used for predicti...</td>\n",
       "      <td>satellite technology is used for predicting wh...</td>\n",
       "      <td>c</td>\n",
       "      <td>Technology</td>\n",
       "      <td>a) Seconds and minutes: This option is incorre...</td>\n",
       "      <td>What is satellite technology used for predicting?</td>\n",
       "      <td>(a) Seconds and minutes (b) The strength and m...</td>\n",
       "      <td>- (a) Seconds and minutes: Satellite technolog...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>what does irradiating food do? (a) relieve pai...</td>\n",
       "      <td>irradiated food improves food safety.</td>\n",
       "      <td>c</td>\n",
       "      <td>Food science</td>\n",
       "      <td>(a) Relieve pain: This option is not correct b...</td>\n",
       "      <td>What does irradiating food do?</td>\n",
       "      <td>(a) Relieve pain (b) Enhance food's nutrients ...</td>\n",
       "      <td>(a) Relieve pain: Irradiating food does not ha...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>what protects a mammal's skin? (a) fiber folli...</td>\n",
       "      <td>fiber follicles protect mammal skin</td>\n",
       "      <td>a</td>\n",
       "      <td>Biology</td>\n",
       "      <td>b) Exfoliation: Exfoliation is the process of ...</td>\n",
       "      <td>What protects a mammal's skin?</td>\n",
       "      <td>(a) Fiber follicles (b) Exfoliation (c) Resist...</td>\n",
       "      <td>(a) **Fiber follicles**: This is the correct a...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>what do earthworms do when a segment breaks of...</td>\n",
       "      <td>earthworms can regrow segments that break off</td>\n",
       "      <td>b</td>\n",
       "      <td>Biology</td>\n",
       "      <td>a) Dies: This option is not correct because ea...</td>\n",
       "      <td>What do earthworms do when a segment breaks off?</td>\n",
       "      <td>(a) Dies (b) Regrows it (c) Reproduces (d) Sed...</td>\n",
       "      <td>1. **Option (a): Dies**\\n   - Earthworms are s...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>lightning can be bad for what? (a) the environ...</td>\n",
       "      <td>lightning can be bad for the environment.</td>\n",
       "      <td>a</td>\n",
       "      <td>Electricity</td>\n",
       "      <td>b) Rainstorms: Lightning is actually a natural...</td>\n",
       "      <td>Lightning can be bad for what?</td>\n",
       "      <td>(a) The environment (b) Rainstorms (c) Destruc...</td>\n",
       "      <td>(a) The environment: Lightning can release lar...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8408</th>\n",
       "      <td>organisms that can cause infection do what? (a...</td>\n",
       "      <td>organisms that can cause infection make humans...</td>\n",
       "      <td>g</td>\n",
       "      <td>Biology</td>\n",
       "      <td>a) Bandaging open sores is not the correct ans...</td>\n",
       "      <td>Organisms that can cause infection do what?</td>\n",
       "      <td>(a) Bandage open sores (b) Keep flesh clean (c...</td>\n",
       "      <td>(a) Bandage open sores: This action is typical...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8409</th>\n",
       "      <td>fungi are living things that cannot make thei...</td>\n",
       "      <td>fungi are living things that cannot make their...</td>\n",
       "      <td>a</td>\n",
       "      <td>Biology</td>\n",
       "      <td>b) Fungi are living things that can make their...</td>\n",
       "      <td>Fungi are living things that cannot make their...</td>\n",
       "      <td>(a) Food (b) Cells (c) Energy (d) Fruits (e) H...</td>\n",
       "      <td>1. **Read the question and options carefully.*...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8410</th>\n",
       "      <td>an overheated body can use water for: (a) meta...</td>\n",
       "      <td>the evaporation of water from the skin cools t...</td>\n",
       "      <td>g</td>\n",
       "      <td>Biology</td>\n",
       "      <td>a) Metabolic reaction: This option is incorrec...</td>\n",
       "      <td>An overheated body can use water for:?</td>\n",
       "      <td>(a) Metabolic reaction (b) Dehydrating (c) Rai...</td>\n",
       "      <td>- (a) Metabolic reaction: This is incorrect be...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8411</th>\n",
       "      <td>what is essential for cellular respiration for...</td>\n",
       "      <td>plants are essential for cellular respiration ...</td>\n",
       "      <td>f</td>\n",
       "      <td>Biology</td>\n",
       "      <td>a) Electrons are involved in cellular respirat...</td>\n",
       "      <td>What is essential for cellular respiration for...</td>\n",
       "      <td>(a) Electron (b) Glucose (c) Energy (d) Energy...</td>\n",
       "      <td>1. **Glucose (b)**: Glucose is one of the reac...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8412</th>\n",
       "      <td>what helps insulate and protect the body? (a) ...</td>\n",
       "      <td>living cells in follicles help insulate and pr...</td>\n",
       "      <td>b</td>\n",
       "      <td>Biology</td>\n",
       "      <td>a) H2O: Water is essential for life, but it do...</td>\n",
       "      <td>What helps insulate and protect the body?</td>\n",
       "      <td>(a) H2o (b) Living cells in follicles (c) Laye...</td>\n",
       "      <td>1. **Read the question and options carefully.*...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>8413 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                     formatted_question  \\\n",
       "0     what is satellite technology used for predicti...   \n",
       "1     what does irradiating food do? (a) relieve pai...   \n",
       "2     what protects a mammal's skin? (a) fiber folli...   \n",
       "3     what do earthworms do when a segment breaks of...   \n",
       "4     lightning can be bad for what? (a) the environ...   \n",
       "...                                                 ...   \n",
       "8408  organisms that can cause infection do what? (a...   \n",
       "8409   fungi are living things that cannot make thei...   \n",
       "8410  an overheated body can use water for: (a) meta...   \n",
       "8411  what is essential for cellular respiration for...   \n",
       "8412  what helps insulate and protect the body? (a) ...   \n",
       "\n",
       "                                          combined_fact answer_key  \\\n",
       "0     satellite technology is used for predicting wh...          c   \n",
       "1                 irradiated food improves food safety.          c   \n",
       "2                   fiber follicles protect mammal skin          a   \n",
       "3         earthworms can regrow segments that break off          b   \n",
       "4             lightning can be bad for the environment.          a   \n",
       "...                                                 ...        ...   \n",
       "8408  organisms that can cause infection make humans...          g   \n",
       "8409  fungi are living things that cannot make their...          a   \n",
       "8410  the evaporation of water from the skin cools t...          g   \n",
       "8411  plants are essential for cellular respiration ...          f   \n",
       "8412  living cells in follicles help insulate and pr...          b   \n",
       "\n",
       "             topic                                   gpt3_5_reasoning  \\\n",
       "0       Technology  a) Seconds and minutes: This option is incorre...   \n",
       "1     Food science  (a) Relieve pain: This option is not correct b...   \n",
       "2          Biology  b) Exfoliation: Exfoliation is the process of ...   \n",
       "3          Biology  a) Dies: This option is not correct because ea...   \n",
       "4      Electricity  b) Rainstorms: Lightning is actually a natural...   \n",
       "...            ...                                                ...   \n",
       "8408       Biology  a) Bandaging open sores is not the correct ans...   \n",
       "8409       Biology  b) Fungi are living things that can make their...   \n",
       "8410       Biology  a) Metabolic reaction: This option is incorrec...   \n",
       "8411       Biology  a) Electrons are involved in cellular respirat...   \n",
       "8412       Biology  a) H2O: Water is essential for life, but it do...   \n",
       "\n",
       "                                          question_text  \\\n",
       "0     What is satellite technology used for predicting?   \n",
       "1                        What does irradiating food do?   \n",
       "2                        What protects a mammal's skin?   \n",
       "3      What do earthworms do when a segment breaks off?   \n",
       "4                        Lightning can be bad for what?   \n",
       "...                                                 ...   \n",
       "8408        Organisms that can cause infection do what?   \n",
       "8409  Fungi are living things that cannot make their...   \n",
       "8410             An overheated body can use water for:?   \n",
       "8411  What is essential for cellular respiration for...   \n",
       "8412          What helps insulate and protect the body?   \n",
       "\n",
       "                                         answer_choices  \\\n",
       "0     (a) Seconds and minutes (b) The strength and m...   \n",
       "1     (a) Relieve pain (b) Enhance food's nutrients ...   \n",
       "2     (a) Fiber follicles (b) Exfoliation (c) Resist...   \n",
       "3     (a) Dies (b) Regrows it (c) Reproduces (d) Sed...   \n",
       "4     (a) The environment (b) Rainstorms (c) Destruc...   \n",
       "...                                                 ...   \n",
       "8408  (a) Bandage open sores (b) Keep flesh clean (c...   \n",
       "8409  (a) Food (b) Cells (c) Energy (d) Fruits (e) H...   \n",
       "8410  (a) Metabolic reaction (b) Dehydrating (c) Rai...   \n",
       "8411  (a) Electron (b) Glucose (c) Energy (d) Energy...   \n",
       "8412  (a) H2o (b) Living cells in follicles (c) Laye...   \n",
       "\n",
       "                                       falcon_reasoning  \n",
       "0     - (a) Seconds and minutes: Satellite technolog...  \n",
       "1     (a) Relieve pain: Irradiating food does not ha...  \n",
       "2     (a) **Fiber follicles**: This is the correct a...  \n",
       "3     1. **Option (a): Dies**\\n   - Earthworms are s...  \n",
       "4     (a) The environment: Lightning can release lar...  \n",
       "...                                                 ...  \n",
       "8408  (a) Bandage open sores: This action is typical...  \n",
       "8409  1. **Read the question and options carefully.*...  \n",
       "8410  - (a) Metabolic reaction: This is incorrect be...  \n",
       "8411  1. **Glucose (b)**: Glucose is one of the reac...  \n",
       "8412  1. **Read the question and options carefully.*...  \n",
       "\n",
       "[8413 rows x 8 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load dataset from Hugging Face Hub\n",
    "dataset = load_dataset(INPUT_DATASET, split='train')\n",
    "\n",
    "# Convert to pandas dataframe\n",
    "df = dataset.to_pandas()\n",
    "print(f\"Before Cleaning: {len(df)} rows\")\n",
    "print(df.columns)\n",
    "\n",
    "# Drop the __index_level_0__ column if it exists\n",
    "df.drop(columns=['falcon_reasoning_prompt'], errors='ignore', inplace=True)\n",
    "\n",
    "# Ensure all values in 'formatted_question' are strings\n",
    "df.rename(columns={\n",
    "    'explanation': 'gpt3_5_reasoning',\n",
    "}, inplace=True)\n",
    "\n",
    "# Fix formatting\n",
    "df['question_text'] = df['question_text'].str.replace('\"', '', regex=False)\n",
    "df['gpt3_5_reasoning'] = df['gpt3_5_reasoning'].str.replace('\"', \"'\", regex=False)\n",
    "df['falcon_reasoning'] = df['falcon_reasoning'].str.replace('\"', \"'\", regex=False)\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2511bc04-f611-4dc7-b3ed-e477907b0200",
   "metadata": {},
   "source": [
    "## Create Prompts from Processed Data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d124c7cf-a369-46a9-94db-069894145959",
   "metadata": {},
   "source": [
    "We need to convert our sample into a format similar to below for each of the scenarios. This is ideal since we can use [chat templates](https://huggingface.co./docs/transformers/en/chat_templating) to easily switch models which might have different special tokens.\n",
    "\n",
    "```\n",
    "[\n",
    "    {\"content\": system_prompt, \"role\": \"system\"},\n",
    "    {\"content\": user_content, \"role\": \"user\"},\n",
    "    {\"content\": assistant_response, \"role\": \"assistant\"}\n",
    "]\n",
    "```\n",
    "\n",
    "We should include a helpful `system_prompt` with a general trivia prefix, and a suffix that contains instructions that fit each scenario.\n",
    "The `user_content` will have the Question and answer choices.\n",
    "The `assistant_response` should reflect the scenario. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c85b3c11-18d7-4854-a0ba-ad0c1407fd6d",
   "metadata": {},
   "source": [
    "Its best to understand `template_blocks` in a couple layers. \n",
    "- The top layer (macro) allows me to decide which pieces I want to include. Sometimes I want just the `system`+`user` message, and for fine-tuning Ill want `system`+`user`+`assistant`\n",
    "- System+User:\n",
    "    - Inside the this layer I use jinja to interpolate the values I want to add\n",
    "    - I moved `user_content` out to get a feel for how it looks\n",
    "- Assistant:\n",
    "    - Here we have an if statement to allow me to chose between FA, RFA and FAR\n",
    "    - Inside that we just have the same interploation as seen elsewhere\n",
    "\n",
    "You can see in `initial` and `full` the json for the messages structure. Here Im selecting which macros I want to use."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f42f3c34-f736-4e1c-b904-418caf2b0de1",
   "metadata": {},
   "outputs": [],
   "source": [
    "from jinja2 import Environment, DictLoader\n",
    "\n",
    "template_blocks = '''\n",
    "{%- macro user_message(system_content, question_text, answer_choices) -%}\n",
    "{\n",
    "    \"role\": \"system\",\n",
    "    \"content\": {{ system_content }}\n",
    "},\n",
    "{\n",
    "    \"role\": \"user\",\n",
    "    \"content\": \"Question: {{ question_text }}\\\\nAnswer Choices: {{ answer_choices }}\"\n",
    "\n",
    "}\n",
    "{%- endmacro %}\n",
    "\n",
    "{% macro assistant_response(reasoning, answer_key, response_order='default') -%}\n",
    "{\n",
    "    \"role\": \"assistant\",\n",
    "    \"content\": {\n",
    "        {% if response_order == 'rfa' -%}\n",
    "        \"reasoning\": {{ reasoning | tojson }},\n",
    "        \"final_answer\": \"{{ answer_key }}\"\n",
    "        {% elif response_order == 'far' -%}\n",
    "        \"final_answer\": \"{{ answer_key }}\",\n",
    "        \"reasoning\": {{ reasoning | tojson }}\n",
    "        {% else -%}\n",
    "        \"final_answer\": \"{{ answer_key }}\"\n",
    "        {% endif %}\n",
    "    }\n",
    "}\n",
    "{%- endmacro %}\n",
    "'''\n",
    "\n",
    "# System + User only (initial template)\n",
    "initial = '''\n",
    "[\n",
    "    {{ user_message(system_content, question_text, answer_choices) }}\n",
    "]\n",
    "'''\n",
    "\n",
    "# Full conversation template\n",
    "full = '''\n",
    "[\n",
    "    {{ user_message(system_content, question_text, answer_choices) }},\n",
    "    {{ assistant_response(reasoning, answer_key, response_order) }}\n",
    "]\n",
    "'''\n",
    "\n",
    "# Create Jinja environment and load templates\n",
    "env = Environment(loader=DictLoader({\n",
    "    'template_blocks': template_blocks,\n",
    "    'initial': initial,\n",
    "    'full': full\n",
    "}))\n",
    "\n",
    "# # Load the macro definitions into the environment\n",
    "macro_template = env.get_template('template_blocks')\n",
    "env.globals.update(macro_template.module.__dict__)\n",
    "\n",
    "# Compile full and initial templates\n",
    "full_template = env.get_template('full')\n",
    "initial_template = env.get_template('initial')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35b2b21b-6ecf-490d-a453-7d679e3b1877",
   "metadata": {},
   "source": [
    "### Reasoning Final Answer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "eccb2f71-70a9-41fc-8235-d58b8876bdf1",
   "metadata": {},
   "outputs": [],
   "source": [
    "rfa_system_content = 'Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}.'\n",
    "rfa_system_content = json.dumps(rfa_system_content)\n",
    "\n",
    "# USER Prompt\n",
    "df['user_prompt_RFA'] = df.apply(lambda row: initial_template.render(\n",
    "    system_content=rfa_system_content,\n",
    "    question_text=row['question_text'],\n",
    "    answer_choices=row['answer_choices']\n",
    "), axis=1)\n",
    "df['user_prompt_RFA'] = df['user_prompt_RFA'].apply(json.loads)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "778538da-9290-4815-b792-6c632f3d398f",
   "metadata": {},
   "source": [
    "#### RFA ChatGPT 3.5 Example"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "bb6bf32e-9d2c-40a4-a10c-c1c3df16bf1f",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "def generate_full_conversation(row, reasoning_key):\n",
    "    rfa_template_input = {\n",
    "        'system_content': rfa_system_content,\n",
    "        'question_text': row['question_text'],\n",
    "        'answer_choices': row['answer_choices'],\n",
    "        'answer_key': row['answer_key'],\n",
    "        'response_order': 'rfa'\n",
    "    }\n",
    "    return full_template.render(**rfa_template_input, reasoning=row[reasoning_key])\n",
    "\n",
    "# Full Conversation GPT3.5\n",
    "df['conversation_RFA_gpt3_5'] = df.apply(lambda row: generate_full_conversation(row, 'gpt3_5_reasoning'), axis=1)\n",
    "df['conversation_RFA_gpt3_5'] = df['conversation_RFA_gpt3_5'].apply(json.loads)\n",
    "\n",
    "# Full Conversation Falcon\n",
    "df['conversation_RFA_falcon'] = df.apply(lambda row: generate_full_conversation(row, 'falcon_reasoning'), axis=1)\n",
    "df['conversation_RFA_falcon'] = df['conversation_RFA_falcon'].apply(json.loads)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "c22bae14-d5c2-4ed0-8d52-f98d6a4f24b2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}.\n",
      "---\n",
      "Question: What is satellite technology used for predicting?\n",
      "Answer Choices: (a) Seconds and minutes (b) The strength and magnitude of an earthquake (c) What it's like outside each day (d) 70-75 degrees fahrenheit (e) Rapid changes occur (f) Dead-ends and false starts. (g) Snow, ice, and rock (h) Around 5 to 27 degrees celsius\n",
      "---\n",
      "dict_keys(['reasoning', 'final_answer'])\n",
      "---\n",
      "a) Seconds and minutes: This option is incorrect because satellite technology is not used for predicting time intervals. Satellite technology is used for various purposes such as communication, navigation, and weather forecasting, but it is not used for predicting time intervals.\n",
      "\n",
      "b) The strength and magnitude of an earthquake: This option is incorrect because satellite technology is not used for predicting earthquakes. Earthquake prediction is a complex process that involves seismology and other scientific methods, but satellite technology is not one of them.\n",
      "\n",
      "d) 70-75 degrees Fahrenheit: This option is incorrect because satellite technology is not used for predicting specific temperature ranges. While satellite technology can provide temperature data, it is not used for predicting specific temperature ranges.\n",
      "\n",
      "e) Rapid changes occur: This option is too vague and does not provide enough information to determine whether it is correct or not. Satellite technology can be used to monitor changes in various environmental factors, but it is not used specifically for predicting rapid changes.\n",
      "\n",
      "f) Dead-ends and false starts: This option is incorrect because it is not related to satellite technology or any type of prediction.\n",
      "\n",
      "g) Snow, ice, and rock: This option is incorrect because it is too specific and does not cover the broad range of predictions that satellite technology can be used for. While satellite technology can be used to monitor snow, ice, and rock formations, it is not used exclusively for this purpose.\n",
      "\n",
      "h) Around 5 to 27 degrees Celsius: This option is incorrect because it is too specific and does not cover the broad range of temperature predictions that satellite technology can be used for. While satellite technology can provide temperature data, it is not used exclusively for predicting temperatures within a specific range.\n",
      "\n",
      "Therefore, the correct answer is c) what it's like outside each day, as satellite technology is commonly used for weather forecasting and predicting daily weather conditions.\n"
     ]
    }
   ],
   "source": [
    "rfa_test_row = df.conversation_RFA_gpt3_5.iloc[0]\n",
    "print(rfa_test_row[0]['content'])\n",
    "print('---')\n",
    "print(rfa_test_row[1]['content'])\n",
    "print('---')\n",
    "print(rfa_test_row[2]['content'].keys())\n",
    "print('---')\n",
    "print(rfa_test_row[2]['content']['reasoning'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5f1ca469-473f-423d-b673-a7e7278f9bbb",
   "metadata": {},
   "source": [
    "#### RFA Falcon Example"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f6b86fc1-beb0-40c8-9293-0824b7926b7b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}.\n",
      "---\n",
      "Question: What is satellite technology used for predicting?\n",
      "Answer Choices: (a) Seconds and minutes (b) The strength and magnitude of an earthquake (c) What it's like outside each day (d) 70-75 degrees fahrenheit (e) Rapid changes occur (f) Dead-ends and false starts. (g) Snow, ice, and rock (h) Around 5 to 27 degrees celsius\n",
      "---\n",
      "dict_keys(['reasoning', 'final_answer'])\n",
      "---\n",
      "- (a) Seconds and minutes: Satellite technology is not used to predict seconds and minutes. This is too specific and not what satellite technology is generally used for. Satellite technology is used for broader time scales, such as days, weeks, months, and years.\n",
      "- (b) The strength and magnitude of an earthquake: While some types of satellite data can be used in conjunction with other information to study seismicity, earthquakes themselves are typically predicted using other methods, like seismographs and geological studies.\n",
      "- (d) 70-75 degrees fahrenheit: This is a specific temperature range, and satellites cannot predict exact temperature ranges like this. While satellites do play a role in weather prediction, which includes temperature, predicting specific ranges within a day isn't a typical application.\n",
      "- (e) Rapid changes occur: While satellites can detect rapid changes in many areas, such as cloud cover, weather fronts, or volcanic activity, the phrase 'rapid changes occur' is too vague. It could apply to various phenomena, so it's not specifically about predictions related to satellite technology alone.\n",
      "- (f) Dead-ends and false starts: These descriptions relate to human behavior and decision-making processes, not predictions associated with satellite technology.\n",
      "- (g) Snow, ice, and rock: This is a very specific combination of weather and geological features. While satellite technology can certainly be used to monitor snow, ice, and rock & soil changes (for landslide detection, for example), it's not specifically about predicting these phenomena in the way the question suggests.\n",
      "- (h) Around 5 to 27 degrees celsius: Similar to (d), this is a specific temperature range, and satellites alone cannot predict specific temperature ranges so precisely.\n",
      "\n",
      "The correct answer, (c) What it's like outside each day, touches on a broader range of environmental conditions, which satellite technology can provide data on. Satellites track weather patterns, cloud cover, sunlight, and other indicators that give us an idea of the outside conditions almost daily. \n",
      "\n",
      "This broad, daily overview of environmental conditions is something that satellites can provide, unlike the more narrow and specific predictions mentioned in the other options. Although it's not a technical 'prediction' in the sense of forecasting exact events all the time, it does provide up-to-date and current information about what it's like outside, which can be used to make informed decisions and inform other predictions related to weather and environment.\n"
     ]
    }
   ],
   "source": [
    "rfa_test_row = df.conversation_RFA_falcon.iloc[0]\n",
    "print(rfa_test_row[0]['content'])\n",
    "print('---')\n",
    "print(rfa_test_row[1]['content'])\n",
    "print('---')\n",
    "print(rfa_test_row[2]['content'].keys())\n",
    "print('---')\n",
    "print(rfa_test_row[2]['content']['reasoning'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e475bc17-03b4-45b7-9188-f60110325eff",
   "metadata": {},
   "source": [
    "At this point we should feel pretty comfortable with our prompt, lets repeat this for `FAR` and `FA`."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a1150ae9-cc22-44c6-8a36-0e3d7c16111b",
   "metadata": {},
   "source": [
    "### Final Answer Reasoning"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "e5437ce4-f6be-4b0e-88e8-d87f8256945e",
   "metadata": {},
   "outputs": [],
   "source": [
    "far_system_content = 'Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}.'\n",
    "far_system_content = json.dumps(far_system_content)\n",
    "\n",
    "# USER Prompt\n",
    "df['user_prompt_FAR'] = df.apply(lambda row: initial_template.render(\n",
    "    system_content=far_system_content,\n",
    "    question_text=row['question_text'],\n",
    "    answer_choices=row['answer_choices']\n",
    "), axis=1)\n",
    "df['user_prompt_FAR'] = df['user_prompt_FAR'].apply(json.loads)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "f3393931-e8d8-48d7-8734-a6a8f6afc032",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "def generate_full_conversation(row, reasoning_key):\n",
    "    far_template_input = {\n",
    "        'system_content': far_system_content,\n",
    "        'question_text': row['question_text'],\n",
    "        'answer_choices': row['answer_choices'],\n",
    "        'answer_key': row['answer_key'],\n",
    "        'response_order': 'far'\n",
    "    }\n",
    "    return full_template.render(**far_template_input, reasoning=row[reasoning_key])\n",
    "\n",
    "# Full Conversation GPT3.5\n",
    "df['conversation_FAR_gpt3_5'] = df.apply(lambda row: generate_full_conversation(row, 'gpt3_5_reasoning'), axis=1)\n",
    "df['conversation_FAR_gpt3_5'] = df['conversation_FAR_gpt3_5'].apply(json.loads)\n",
    "\n",
    "# Full Conversation Falcon\n",
    "df['conversation_FAR_falcon'] = df.apply(lambda row: generate_full_conversation(row, 'falcon_reasoning'), axis=1)\n",
    "df['conversation_FAR_falcon'] = df['conversation_FAR_falcon'].apply(json.loads)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ef90916f-c37e-4684-9ce6-f89e08158403",
   "metadata": {},
   "source": [
    "#### FAR ChatGPT 3.5 Example"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "24dcc34d-6c78-42bb-b24f-ee715f27f405",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}.\n",
      "---\n",
      "Question: What is satellite technology used for predicting?\n",
      "Answer Choices: (a) Seconds and minutes (b) The strength and magnitude of an earthquake (c) What it's like outside each day (d) 70-75 degrees fahrenheit (e) Rapid changes occur (f) Dead-ends and false starts. (g) Snow, ice, and rock (h) Around 5 to 27 degrees celsius\n",
      "---\n",
      "dict_keys(['final_answer', 'reasoning'])\n",
      "---\n",
      "a) Seconds and minutes: This option is incorrect because satellite technology is not used for predicting time intervals. Satellite technology is used for various purposes such as communication, navigation, and weather forecasting, but it is not used for predicting time intervals.\n",
      "\n",
      "b) The strength and magnitude of an earthquake: This option is incorrect because satellite technology is not used for predicting earthquakes. Earthquake prediction is a complex process that involves seismology and other scientific methods, but satellite technology is not one of them.\n",
      "\n",
      "d) 70-75 degrees Fahrenheit: This option is incorrect because satellite technology is not used for predicting specific temperature ranges. While satellite technology can provide temperature data, it is not used for predicting specific temperature ranges.\n",
      "\n",
      "e) Rapid changes occur: This option is too vague and does not provide enough information to determine whether it is correct or not. Satellite technology can be used to monitor changes in various environmental factors, but it is not used specifically for predicting rapid changes.\n",
      "\n",
      "f) Dead-ends and false starts: This option is incorrect because it is not related to satellite technology or any type of prediction.\n",
      "\n",
      "g) Snow, ice, and rock: This option is incorrect because it is too specific and does not cover the broad range of predictions that satellite technology can be used for. While satellite technology can be used to monitor snow, ice, and rock formations, it is not used exclusively for this purpose.\n",
      "\n",
      "h) Around 5 to 27 degrees Celsius: This option is incorrect because it is too specific and does not cover the broad range of temperature predictions that satellite technology can be used for. While satellite technology can provide temperature data, it is not used exclusively for predicting temperatures within a specific range.\n",
      "\n",
      "Therefore, the correct answer is c) what it's like outside each day, as satellite technology is commonly used for weather forecasting and predicting daily weather conditions.\n"
     ]
    }
   ],
   "source": [
    "far_test_row = df.conversation_FAR_gpt3_5.iloc[0]\n",
    "print(far_test_row[0]['content'])\n",
    "print('---')\n",
    "print(far_test_row[1]['content'])\n",
    "print('---')\n",
    "print(far_test_row[2]['content'].keys())\n",
    "print('---')\n",
    "print(far_test_row[2]['content']['reasoning'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f76c6fd3-149e-4db1-b333-8e2c451286cb",
   "metadata": {},
   "source": [
    "#### FAR Falcon Example"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "c28f8e7e-bce0-4855-9d25-42a1f5e9b0cd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}.\n",
      "---\n",
      "Question: What is satellite technology used for predicting?\n",
      "Answer Choices: (a) Seconds and minutes (b) The strength and magnitude of an earthquake (c) What it's like outside each day (d) 70-75 degrees fahrenheit (e) Rapid changes occur (f) Dead-ends and false starts. (g) Snow, ice, and rock (h) Around 5 to 27 degrees celsius\n",
      "---\n",
      "dict_keys(['final_answer', 'reasoning'])\n",
      "---\n",
      "- (a) Seconds and minutes: Satellite technology is not used to predict seconds and minutes. This is too specific and not what satellite technology is generally used for. Satellite technology is used for broader time scales, such as days, weeks, months, and years.\n",
      "- (b) The strength and magnitude of an earthquake: While some types of satellite data can be used in conjunction with other information to study seismicity, earthquakes themselves are typically predicted using other methods, like seismographs and geological studies.\n",
      "- (d) 70-75 degrees fahrenheit: This is a specific temperature range, and satellites cannot predict exact temperature ranges like this. While satellites do play a role in weather prediction, which includes temperature, predicting specific ranges within a day isn't a typical application.\n",
      "- (e) Rapid changes occur: While satellites can detect rapid changes in many areas, such as cloud cover, weather fronts, or volcanic activity, the phrase 'rapid changes occur' is too vague. It could apply to various phenomena, so it's not specifically about predictions related to satellite technology alone.\n",
      "- (f) Dead-ends and false starts: These descriptions relate to human behavior and decision-making processes, not predictions associated with satellite technology.\n",
      "- (g) Snow, ice, and rock: This is a very specific combination of weather and geological features. While satellite technology can certainly be used to monitor snow, ice, and rock & soil changes (for landslide detection, for example), it's not specifically about predicting these phenomena in the way the question suggests.\n",
      "- (h) Around 5 to 27 degrees celsius: Similar to (d), this is a specific temperature range, and satellites alone cannot predict specific temperature ranges so precisely.\n",
      "\n",
      "The correct answer, (c) What it's like outside each day, touches on a broader range of environmental conditions, which satellite technology can provide data on. Satellites track weather patterns, cloud cover, sunlight, and other indicators that give us an idea of the outside conditions almost daily. \n",
      "\n",
      "This broad, daily overview of environmental conditions is something that satellites can provide, unlike the more narrow and specific predictions mentioned in the other options. Although it's not a technical 'prediction' in the sense of forecasting exact events all the time, it does provide up-to-date and current information about what it's like outside, which can be used to make informed decisions and inform other predictions related to weather and environment.\n"
     ]
    }
   ],
   "source": [
    "far_test_row = df.conversation_FAR_falcon.iloc[0]\n",
    "print(far_test_row[0]['content'])\n",
    "print('---')\n",
    "print(far_test_row[1]['content'])\n",
    "print('---')\n",
    "print(far_test_row[2]['content'].keys())\n",
    "print('---')\n",
    "print(far_test_row[2]['content']['reasoning'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2c9f0619-1467-4b4e-ad69-b5ca2c4e58a7",
   "metadata": {},
   "source": [
    "### Final Answer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "5a48d4a6-66bd-4941-9227-720fb7cde805",
   "metadata": {},
   "outputs": [],
   "source": [
    "fa_system_content = 'Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}.'\n",
    "fa_system_content = json.dumps(fa_system_content)\n",
    "\n",
    "# USER Prompt\n",
    "df['user_prompt_FA'] = df.apply(lambda row: initial_template.render(\n",
    "    system_content=fa_system_content,\n",
    "    question_text=row['question_text'],\n",
    "    answer_choices=row['answer_choices']\n",
    "), axis=1)\n",
    "df['user_prompt_FA'] = df['user_prompt_FA'].apply(json.loads)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "23498249-1bee-424c-a0a2-db282c4e60b5",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "def generate_full_conversation(row):\n",
    "    fa_template_input = {\n",
    "        'system_content': fa_system_content,\n",
    "        'question_text': row['question_text'],\n",
    "        'answer_choices': row['answer_choices'],\n",
    "        'answer_key': row['answer_key'],\n",
    "        'response_order': 'fa'\n",
    "    }\n",
    "    return full_template.render(**fa_template_input)\n",
    "\n",
    "# Full Conversation GPT3.5\n",
    "df['conversation_FA'] = df.apply(lambda row: generate_full_conversation(row), axis=1)\n",
    "df['conversation_FA'] = df['conversation_FA'].apply(json.loads)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0afbe045-4361-4f92-92a0-243029151a43",
   "metadata": {},
   "source": [
    "#### FA Example"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "9b37bcf3-0a6a-41b4-934f-932687181947",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}.\n",
      "---\n",
      "Question: What is satellite technology used for predicting?\n",
      "Answer Choices: (a) Seconds and minutes (b) The strength and magnitude of an earthquake (c) What it's like outside each day (d) 70-75 degrees fahrenheit (e) Rapid changes occur (f) Dead-ends and false starts. (g) Snow, ice, and rock (h) Around 5 to 27 degrees celsius\n",
      "---\n",
      "{'final_answer': 'c'}\n"
     ]
    }
   ],
   "source": [
    "fa_test_row = df.conversation_FA.iloc[0]\n",
    "print(fa_test_row[0]['content'])\n",
    "print('---')\n",
    "print(fa_test_row[1]['content'])\n",
    "print('---')\n",
    "print(fa_test_row[2]['content'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad51b99b-cf67-43d8-833c-5ec57d9d4613",
   "metadata": {},
   "source": [
    "### Cleanup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "69a687d5-35ab-4abb-8bb8-f975fa7be3f7",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['formatted_question', 'combined_fact', 'answer_key', 'topic',\n",
       "       'gpt3_5_reasoning', 'question_text', 'answer_choices',\n",
       "       'falcon_reasoning', 'user_prompt_RFA', 'conversation_RFA_gpt3_5',\n",
       "       'conversation_RFA_falcon', 'user_prompt_FAR', 'conversation_FAR_gpt3_5',\n",
       "       'conversation_FAR_falcon', 'user_prompt_FA', 'conversation_FA'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "6ec3b6b5-a359-4da8-98c8-4dae75b8a2d4",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "df = df[['topic', 'question_text', 'answer_key', 'gpt3_5_reasoning', 'falcon_reasoning', 'answer_choices',\n",
    "         'user_prompt_RFA', 'conversation_RFA_gpt3_5', 'conversation_RFA_falcon',\n",
    "         'user_prompt_FAR', 'conversation_FAR_gpt3_5', 'conversation_FAR_falcon',\n",
    "         'user_prompt_FA', 'conversation_FA']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "f9f3a5a8-e4ea-4ed9-9fc0-fdd1a19b1c92",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>topic</th>\n",
       "      <th>question_text</th>\n",
       "      <th>answer_key</th>\n",
       "      <th>gpt3_5_reasoning</th>\n",
       "      <th>falcon_reasoning</th>\n",
       "      <th>answer_choices</th>\n",
       "      <th>user_prompt_RFA</th>\n",
       "      <th>conversation_RFA_gpt3_5</th>\n",
       "      <th>conversation_RFA_falcon</th>\n",
       "      <th>user_prompt_FAR</th>\n",
       "      <th>conversation_FAR_gpt3_5</th>\n",
       "      <th>conversation_FAR_falcon</th>\n",
       "      <th>user_prompt_FA</th>\n",
       "      <th>conversation_FA</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Technology</td>\n",
       "      <td>What is satellite technology used for predicting?</td>\n",
       "      <td>c</td>\n",
       "      <td>a) Seconds and minutes: This option is incorre...</td>\n",
       "      <td>- (a) Seconds and minutes: Satellite technolog...</td>\n",
       "      <td>(a) Seconds and minutes (b) The strength and m...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Food science</td>\n",
       "      <td>What does irradiating food do?</td>\n",
       "      <td>c</td>\n",
       "      <td>(a) Relieve pain: This option is not correct b...</td>\n",
       "      <td>(a) Relieve pain: Irradiating food does not ha...</td>\n",
       "      <td>(a) Relieve pain (b) Enhance food's nutrients ...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Biology</td>\n",
       "      <td>What protects a mammal's skin?</td>\n",
       "      <td>a</td>\n",
       "      <td>b) Exfoliation: Exfoliation is the process of ...</td>\n",
       "      <td>(a) **Fiber follicles**: This is the correct a...</td>\n",
       "      <td>(a) Fiber follicles (b) Exfoliation (c) Resist...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Biology</td>\n",
       "      <td>What do earthworms do when a segment breaks off?</td>\n",
       "      <td>b</td>\n",
       "      <td>a) Dies: This option is not correct because ea...</td>\n",
       "      <td>1. **Option (a): Dies**\\n   - Earthworms are s...</td>\n",
       "      <td>(a) Dies (b) Regrows it (c) Reproduces (d) Sed...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Electricity</td>\n",
       "      <td>Lightning can be bad for what?</td>\n",
       "      <td>a</td>\n",
       "      <td>b) Rainstorms: Lightning is actually a natural...</td>\n",
       "      <td>(a) The environment: Lightning can release lar...</td>\n",
       "      <td>(a) The environment (b) Rainstorms (c) Destruc...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8408</th>\n",
       "      <td>Biology</td>\n",
       "      <td>Organisms that can cause infection do what?</td>\n",
       "      <td>g</td>\n",
       "      <td>a) Bandaging open sores is not the correct ans...</td>\n",
       "      <td>(a) Bandage open sores: This action is typical...</td>\n",
       "      <td>(a) Bandage open sores (b) Keep flesh clean (c...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8409</th>\n",
       "      <td>Biology</td>\n",
       "      <td>Fungi are living things that cannot make their...</td>\n",
       "      <td>a</td>\n",
       "      <td>b) Fungi are living things that can make their...</td>\n",
       "      <td>1. **Read the question and options carefully.*...</td>\n",
       "      <td>(a) Food (b) Cells (c) Energy (d) Fruits (e) H...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8410</th>\n",
       "      <td>Biology</td>\n",
       "      <td>An overheated body can use water for:?</td>\n",
       "      <td>g</td>\n",
       "      <td>a) Metabolic reaction: This option is incorrec...</td>\n",
       "      <td>- (a) Metabolic reaction: This is incorrect be...</td>\n",
       "      <td>(a) Metabolic reaction (b) Dehydrating (c) Rai...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8411</th>\n",
       "      <td>Biology</td>\n",
       "      <td>What is essential for cellular respiration for...</td>\n",
       "      <td>f</td>\n",
       "      <td>a) Electrons are involved in cellular respirat...</td>\n",
       "      <td>1. **Glucose (b)**: Glucose is one of the reac...</td>\n",
       "      <td>(a) Electron (b) Glucose (c) Energy (d) Energy...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8412</th>\n",
       "      <td>Biology</td>\n",
       "      <td>What helps insulate and protect the body?</td>\n",
       "      <td>b</td>\n",
       "      <td>a) H2O: Water is essential for life, but it do...</td>\n",
       "      <td>1. **Read the question and options carefully.*...</td>\n",
       "      <td>(a) H2o (b) Living cells in follicles (c) Laye...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "      <td>[{'role': 'system', 'content': 'Answer the Que...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>8413 rows × 14 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             topic                                      question_text  \\\n",
       "0       Technology  What is satellite technology used for predicting?   \n",
       "1     Food science                     What does irradiating food do?   \n",
       "2          Biology                     What protects a mammal's skin?   \n",
       "3          Biology   What do earthworms do when a segment breaks off?   \n",
       "4      Electricity                     Lightning can be bad for what?   \n",
       "...            ...                                                ...   \n",
       "8408       Biology        Organisms that can cause infection do what?   \n",
       "8409       Biology  Fungi are living things that cannot make their...   \n",
       "8410       Biology             An overheated body can use water for:?   \n",
       "8411       Biology  What is essential for cellular respiration for...   \n",
       "8412       Biology          What helps insulate and protect the body?   \n",
       "\n",
       "     answer_key                                   gpt3_5_reasoning  \\\n",
       "0             c  a) Seconds and minutes: This option is incorre...   \n",
       "1             c  (a) Relieve pain: This option is not correct b...   \n",
       "2             a  b) Exfoliation: Exfoliation is the process of ...   \n",
       "3             b  a) Dies: This option is not correct because ea...   \n",
       "4             a  b) Rainstorms: Lightning is actually a natural...   \n",
       "...         ...                                                ...   \n",
       "8408          g  a) Bandaging open sores is not the correct ans...   \n",
       "8409          a  b) Fungi are living things that can make their...   \n",
       "8410          g  a) Metabolic reaction: This option is incorrec...   \n",
       "8411          f  a) Electrons are involved in cellular respirat...   \n",
       "8412          b  a) H2O: Water is essential for life, but it do...   \n",
       "\n",
       "                                       falcon_reasoning  \\\n",
       "0     - (a) Seconds and minutes: Satellite technolog...   \n",
       "1     (a) Relieve pain: Irradiating food does not ha...   \n",
       "2     (a) **Fiber follicles**: This is the correct a...   \n",
       "3     1. **Option (a): Dies**\\n   - Earthworms are s...   \n",
       "4     (a) The environment: Lightning can release lar...   \n",
       "...                                                 ...   \n",
       "8408  (a) Bandage open sores: This action is typical...   \n",
       "8409  1. **Read the question and options carefully.*...   \n",
       "8410  - (a) Metabolic reaction: This is incorrect be...   \n",
       "8411  1. **Glucose (b)**: Glucose is one of the reac...   \n",
       "8412  1. **Read the question and options carefully.*...   \n",
       "\n",
       "                                         answer_choices  \\\n",
       "0     (a) Seconds and minutes (b) The strength and m...   \n",
       "1     (a) Relieve pain (b) Enhance food's nutrients ...   \n",
       "2     (a) Fiber follicles (b) Exfoliation (c) Resist...   \n",
       "3     (a) Dies (b) Regrows it (c) Reproduces (d) Sed...   \n",
       "4     (a) The environment (b) Rainstorms (c) Destruc...   \n",
       "...                                                 ...   \n",
       "8408  (a) Bandage open sores (b) Keep flesh clean (c...   \n",
       "8409  (a) Food (b) Cells (c) Energy (d) Fruits (e) H...   \n",
       "8410  (a) Metabolic reaction (b) Dehydrating (c) Rai...   \n",
       "8411  (a) Electron (b) Glucose (c) Energy (d) Energy...   \n",
       "8412  (a) H2o (b) Living cells in follicles (c) Laye...   \n",
       "\n",
       "                                        user_prompt_RFA  \\\n",
       "0     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "1     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "2     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "3     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "4     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "...                                                 ...   \n",
       "8408  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8409  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8410  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8411  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8412  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "\n",
       "                                conversation_RFA_gpt3_5  \\\n",
       "0     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "1     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "2     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "3     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "4     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "...                                                 ...   \n",
       "8408  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8409  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8410  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8411  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8412  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "\n",
       "                                conversation_RFA_falcon  \\\n",
       "0     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "1     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "2     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "3     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "4     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "...                                                 ...   \n",
       "8408  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8409  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8410  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8411  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8412  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "\n",
       "                                        user_prompt_FAR  \\\n",
       "0     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "1     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "2     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "3     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "4     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "...                                                 ...   \n",
       "8408  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8409  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8410  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8411  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8412  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "\n",
       "                                conversation_FAR_gpt3_5  \\\n",
       "0     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "1     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "2     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "3     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "4     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "...                                                 ...   \n",
       "8408  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8409  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8410  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8411  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8412  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "\n",
       "                                conversation_FAR_falcon  \\\n",
       "0     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "1     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "2     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "3     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "4     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "...                                                 ...   \n",
       "8408  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8409  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8410  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8411  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8412  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "\n",
       "                                         user_prompt_FA  \\\n",
       "0     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "1     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "2     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "3     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "4     [{'role': 'system', 'content': 'Answer the Que...   \n",
       "...                                                 ...   \n",
       "8408  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8409  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8410  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8411  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "8412  [{'role': 'system', 'content': 'Answer the Que...   \n",
       "\n",
       "                                        conversation_FA  \n",
       "0     [{'role': 'system', 'content': 'Answer the Que...  \n",
       "1     [{'role': 'system', 'content': 'Answer the Que...  \n",
       "2     [{'role': 'system', 'content': 'Answer the Que...  \n",
       "3     [{'role': 'system', 'content': 'Answer the Que...  \n",
       "4     [{'role': 'system', 'content': 'Answer the Que...  \n",
       "...                                                 ...  \n",
       "8408  [{'role': 'system', 'content': 'Answer the Que...  \n",
       "8409  [{'role': 'system', 'content': 'Answer the Que...  \n",
       "8410  [{'role': 'system', 'content': 'Answer the Que...  \n",
       "8411  [{'role': 'system', 'content': 'Answer the Que...  \n",
       "8412  [{'role': 'system', 'content': 'Answer the Que...  \n",
       "\n",
       "[8413 rows x 14 columns]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7bb68a90-f430-4a09-a3f9-118f91f68bd2",
   "metadata": {},
   "source": [
    "### Datasets Format\n",
    "\n",
    "We want to push this to the hub for storage, but there is a catch in our format... alas content is a `dict` right now for the \"assistant\". In \"system\" and \"user\" its a string. `Datasets` is based on parquet/arrow which require columns of fixed types, meaning content should always be a str or a dict. Ill cast it to str for simplicity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "3ed415c2-cdc7-4549-8edf-98030cb7c61c",
   "metadata": {},
   "outputs": [],
   "source": [
    "cols_to_cast = ['conversation_RFA_gpt3_5', 'conversation_RFA_falcon', 'conversation_FAR_gpt3_5', 'conversation_FAR_falcon', 'conversation_FA']\n",
    "\n",
    "def cast_content_keys_to_string(conversation):\n",
    "    user_dict = conversation[2]\n",
    "    user_dict['content'] = json.dumps(user_dict['content'])\n",
    "    return conversation\n",
    "\n",
    "# Apply the function to all columns\n",
    "for col in cols_to_cast:\n",
    "    df.loc[:, col] = df[col].apply(lambda x: cast_content_keys_to_string(x))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9fe52e77-0985-49d4-964e-7a17372d7007",
   "metadata": {},
   "source": [
    "## Explore Prompts\n",
    "Gradio can be really useful for quick inline apps. Here I want to make sure everything is as I expect.\n",
    "\n",
    "While the above print statements helped me see the format, the gradio app helps me explore a large volume of output easily. \n",
    "\n",
    "Note: Its tricky as I cant easily render newlines in strings. So be careful!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "7903b9e7-36ee-463a-be38-06ee2614be1d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<html>\n",
       "\t<head>\n",
       "\t\t<script type=\"module\" crossorigin src=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.js\"></script>\n",
       "\t\t<link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.css\" />\n",
       "\t</head>\n",
       "\t<body>\n",
       "\t\t<gradio-lite>\n",
       "        import json\n",
       "        import gradio as gr\n",
       "        import pandas as pd\n",
       "        import base64\n",
       "\n",
       "        encoded_data = \"{"conversation_RFA_gpt3_5": {"0": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What is satellite technology used for predicting?\nAnswer Choices: (a) Seconds and minutes (b) The strength and magnitude of an earthquake (c) What it's like outside each day (d) 70-75 degrees fahrenheit (e) Rapid changes occur (f) Dead-ends and false starts. (g) Snow, ice, and rock (h) Around 5 to 27 degrees celsius"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Seconds and minutes: This option is incorrect because satellite technology is not used for predicting time intervals. Satellite technology is used for various purposes such as communication, navigation, and weather forecasting, but it is not used for predicting time intervals.\\n\\nb) The strength and magnitude of an earthquake: This option is incorrect because satellite technology is not used for predicting earthquakes. Earthquake prediction is a complex process that involves seismology and other scientific methods, but satellite technology is not one of them.\\n\\nd) 70-75 degrees Fahrenheit: This option is incorrect because satellite technology is not used for predicting specific temperature ranges. While satellite technology can provide temperature data, it is not used for predicting specific temperature ranges.\\n\\ne) Rapid changes occur: This option is too vague and does not provide enough information to determine whether it is correct or not. Satellite technology can be used to monitor changes in various environmental factors, but it is not used specifically for predicting rapid changes.\\n\\nf) Dead-ends and false starts: This option is incorrect because it is not related to satellite technology or any type of prediction.\\n\\ng) Snow, ice, and rock: This option is incorrect because it is too specific and does not cover the broad range of predictions that satellite technology can be used for. While satellite technology can be used to monitor snow, ice, and rock formations, it is not used exclusively for this purpose.\\n\\nh) Around 5 to 27 degrees Celsius: This option is incorrect because it is too specific and does not cover the broad range of temperature predictions that satellite technology can be used for. While satellite technology can provide temperature data, it is not used exclusively for predicting temperatures within a specific range.\\n\\nTherefore, the correct answer is c) what it's like outside each day, as satellite technology is commonly used for weather forecasting and predicting daily weather conditions.\", \"final_answer\": \"c\"}"}], "1": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What does irradiating food do?\nAnswer Choices: (a) Relieve pain (b) Enhance food's nutrients (c) Improves food safety (d) Allows growth of bacteria (e) Increases food waste (f) Chemical changes (g) Get chemical reactions started (h) Major threat to health"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) Relieve pain: This option is not correct because irradiating food has nothing to do with relieving pain. Irradiation is a process of exposing food to ionizing radiation to kill bacteria, viruses, and other pathogens that may be present in the food. It is not a pain reliever.\\n\\n(b) Enhance food's nutrients: This option is not correct because irradiating food does not enhance the food's nutrients. In fact, some studies have shown that irradiation can cause a slight loss of certain vitamins in food. However, the loss is not significant enough to affect the overall nutritional value of the food.\\n\\n(d) Allows growth of bacteria: This option is not correct because irradiating food actually kills bacteria and other pathogens that may be present in the food. It does not allow the growth of bacteria.\\n\\n(e) Increases food waste: This option is not correct because irradiating food can actually help reduce food waste. By killing bacteria and other pathogens, irradiation can extend the shelf life of food, which means less food is wasted.\\n\\n(f) Chemical changes: This option is not correct because irradiating food can cause some chemical changes in the food, but these changes are not harmful to human health. In fact, the World Health Organization, the U.S. Food and Drug Administration, and other organizations have determined that irradiated food is safe to eat.\\n\\n(g) Get chemical reactions started: This option is not correct because irradiating food does not get chemical reactions started. It is a process of exposing food to ionizing radiation to kill bacteria, viruses, and other pathogens that may be present in the food.\\n\\n(h) Major threat to health: This option is not correct because irradiated food is not a major threat to health. As mentioned earlier, the World Health Organization, the U.S. Food and Drug Administration, and other organizations have determined that irradiated food is safe to eat. In fact, irradiation can help reduce the risk of foodborne illness by killing bacteria and other pathogens that may be present in the food.\", \"final_answer\": \"c\"}"}], "2": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What protects a mammal's skin?\nAnswer Choices: (a) Fiber follicles (b) Exfoliation (c) Resistance (d) Layers of fat (e) Evaporation (f) A cuticle (g) Sensory neurons (h) Fur and fat"}, {"role": "assistant", "content": "{\"reasoning\": \"b) Exfoliation: Exfoliation is the process of shedding dead skin cells from the surface of the skin. While this is an important process for maintaining healthy skin, it does not protect the skin.\\n\\nc) Resistance: Resistance is a vague term and does not provide any specific information about what protects the skin.\\n\\nd) Layers of fat: While layers of fat can provide insulation and cushioning for the skin, they do not directly protect the skin.\\n\\ne) Evaporation: Evaporation is a process by which a liquid turns into a gas. It does not protect the skin.\\n\\nf) A cuticle: A cuticle is a protective layer that covers the surface of some organisms, such as plants and insects. However, mammals do not have a cuticle.\\n\\ng) Sensory neurons: Sensory neurons are nerve cells that transmit sensory information from the body to the brain. While they play an important role in the nervous system, they do not protect the skin.\\n\\nh) Fur and fat: This is a correct answer. Fur and fat provide insulation and protection for the skin. However, the question specifically asks what protects the skin, and fiber follicles are the structures within the skin that provide the most direct protection.\", \"final_answer\": \"a\"}"}], "3": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What do earthworms do when a segment breaks off?\nAnswer Choices: (a) Dies (b) Regrows it (c) Reproduces (d) Sediment (e) Root growth (f) Migrate (g) Stops growing (h) Roots"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Dies: This option is not correct because earthworms do not die when a segment breaks off. While it may be a traumatic experience for the earthworm, they are able to regenerate the lost segment.\\n\\nc) Reproduces: This option is not correct because earthworms do not reproduce when a segment breaks off. Reproduction in earthworms involves the exchange of sperm between two individuals, and does not involve the loss of segments.\\n\\nd) Sediment: This option is not correct because it is not related to the question. Sediment refers to the material that settles at the bottom of a body of water or other liquid.\\n\\ne) Root growth: This option is not correct because it is not related to the question. Root growth refers to the growth of roots in plants, and has nothing to do with earthworms.\\n\\nf) Migrate: This option is not correct because it is not related to the question. Migration refers to the movement of animals from one place to another, and has nothing to do with earthworms regenerating lost segments.\\n\\ng) Stops growing: This option is not correct because earthworms do not stop growing when a segment breaks off. While the lost segment may take some time to regenerate, the earthworm will continue to grow and move.\\n\\nh) Roots: This option is not correct because it is not related to the question. Roots refer to the part of a plant that typically lies below the surface of the soil, and has nothing to do with earthworms regenerating lost segments.\", \"final_answer\": \"b\"}"}], "4": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Lightning can be bad for what?\nAnswer Choices: (a) The environment (b) Rainstorms (c) Destruction (d) Visibility (e) Thunder (f) The sun (g) The weather. (h) Transportation"}, {"role": "assistant", "content": "{\"reasoning\": \"b) Rainstorms: Lightning is actually a natural phenomenon that occurs during rainstorms. It is not bad for rainstorms, but rather a part of the storm.\\n\\nc) Destruction: While lightning can cause destruction, the question is asking what lightning can be bad for, not what it can cause.\\n\\nd) Visibility: Lightning can actually improve visibility during a storm by illuminating the surroundings. It is not bad for visibility.\\n\\ne) Thunder: Thunder is actually caused by lightning, so it is not bad for thunder.\\n\\nf) The sun: Lightning is not related to the sun, so it is not bad for the sun.\\n\\ng) The weather: Lightning is a part of the weather, so it is not bad for the weather.\\n\\nh) Transportation: Lightning can be dangerous for transportation, but the question is asking what lightning can be bad for in general, not specifically for transportation.\\n\\nTherefore, the only logical answer is a) the environment. Lightning can start wildfires, damage trees and other vegetation, and cause soil erosion, which can all have negative impacts on the environment.\", \"final_answer\": \"a\"}"}], "5": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Evidence of past life can show that what used to live in a place?\nAnswer Choices: (a) Souls (b) Animals with backbones (c) Organisms (d) Plant or animal (e) Males and females (f) Deforestation (g) Reincarnation (h) Important habitats"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Souls: This option is not logical because souls are not physical entities that can leave evidence of their presence in a place. Souls are believed to be spiritual entities that are not bound by physical laws.\\n\\nb) Animals with backbones: This option is not completely correct because not all animals have backbones. Invertebrates, such as insects and mollusks, do not have backbones. Therefore, evidence of past life cannot be used to determine if animals with backbones lived in a place.\\n\\nc) Organisms: This option is too broad and does not provide enough information. Evidence of past life can show that any type of organism once lived in a place, including bacteria, fungi, and protists.\\n\\nd) Plant or animal: This is the correct answer because evidence of past life can show that a plant or animal once lived in a place. Fossils, for example, provide evidence of past life and can be used to determine what types of plants and animals lived in a particular area.\\n\\ne) Males and females: This option is not logical because evidence of past life cannot be used to determine the sex of the organisms that once lived in a place. Fossils do not typically preserve sexual characteristics.\\n\\nf) Deforestation: This option is not logical because deforestation is a human activity that does not provide any information about past life in a place.\\n\\ng) Reincarnation: This option is not logical because reincarnation is a religious or philosophical concept that does not provide any scientific evidence about past life in a place.\\n\\nh) Important habitats: This option is not logical because evidence of past life does not necessarily provide information about important habitats. While certain areas may have been important habitats in the past, evidence of past life can also be found in areas that were not important habitats.\", \"final_answer\": \"d\"}"}], "6": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: How traits are passed down, or inherited, is found in information in an organism's what?\nAnswer Choices: (a) Species (b) Messengers (c) Hair follicles (d) Cycles (e) Skin cells (f) Endocrine system (g) Chromosomes (h) Proteins"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) Species: This option is incorrect because species refer to a group of organisms that share similar characteristics and can interbreed to produce fertile offspring. It does not provide information on how traits are passed down.\\n\\n(b) Messengers: This option is incorrect because messengers refer to molecules such as hormones and neurotransmitters that transmit signals between cells. While they play a role in various biological processes, they do not provide information on how traits are passed down.\\n\\n(c) Hair follicles: This option is incorrect because hair follicles are structures in the skin that produce hair. They do not provide information on how traits are passed down.\\n\\n(d) Cycles: This option is incorrect because cycles refer to recurring events or processes such as the menstrual cycle or the water cycle. They do not provide information on how traits are passed down.\\n\\n(e) Skin cells: This option is incorrect because skin cells are cells that make up the outer layer of the skin. They do not provide information on how traits are passed down.\\n\\n(f) Endocrine system: This option is incorrect because the endocrine system is a system of glands that produce and secrete hormones. While hormones play a role in various biological processes, they do not provide information on how traits are passed down.\\n\\n(g) Chromosomes: This is the correct answer. Chromosomes are structures in the nucleus of a cell that contain genetic information in the form of DNA. Traits are passed down from one generation to the next through the information contained in an organism's chromosomes.\\n\\n(h) Proteins: This option is incorrect because proteins are molecules made up of amino acids that perform various functions in the body. While they play a role in various biological processes, they do not provide information on how traits are passed down.\", \"final_answer\": \"g\"}"}], "7": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What are the major producers in temperature and precipitation?\nAnswer Choices: (a) Grass (b) Animals (c) Apples (d) Potatoes (e) Trees (f) Plants (g) Fungi (h) Fields"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) Grass: While grass is a type of plant, it is not the only type of plant. Additionally, the question specifically asks about 'major producers in temperature and precipitation,' and grass is not necessarily a major producer in these areas.\\n\\n(b) Animals: Animals are not producers, they are consumers. They do not produce energy from sunlight, water, and carbon dioxide like plants do.\\n\\n(c) Apples: Apples are a type of fruit that grow on trees, but they are not producers in and of themselves. The trees that produce apples are the producers.\\n\\n(d) Potatoes: Potatoes are a type of vegetable that grow underground, but they are not producers in and of themselves. The plants that produce potatoes are the producers.\\n\\n(e) Trees: Trees are a type of plant and are indeed major producers in temperature and precipitation. They absorb carbon dioxide and release oxygen, and they also help regulate the temperature and moisture levels in their environment.\\n\\n(g) Fungi: Fungi are not producers, they are decomposers. They break down dead organic matter and recycle nutrients back into the ecosystem.\\n\\n(h) Fields: Fields are not living organisms and therefore cannot be producers. They are simply areas of land used for growing crops or raising livestock.\\n\\nIn summary, the correct answer is (f) plants, specifically those that use photosynthesis to produce energy from sunlight, water, and carbon dioxide.\", \"final_answer\": \"f\"}"}], "8": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What does being buried under soil and mud change vegetation into?\nAnswer Choices: (a) Scarce resources (b) Harmful substances (c) Scars (d) Fossil fuels (e) Sediment (f) Something to move (g) Magic (h) Picnics"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) Scarce resources: This option is incorrect because being buried under soil and mud does not turn vegetation into scarce resources. Scarce resources are resources that are limited in availability, and vegetation buried under soil and mud does not become a limited resource.\\n\\n(b) Harmful substances: This option is incorrect because being buried under soil and mud does not turn vegetation into harmful substances. Harmful substances are substances that can cause harm or damage, and vegetation buried under soil and mud does not become harmful.\\n\\n(c) Scars: This option is incorrect because being buried under soil and mud does not turn vegetation into scars. Scars are marks left on the skin or other tissue after a wound has healed, and vegetation buried under soil and mud does not become a wound.\\n\\n(e) Sediment: This option is incorrect because being buried under soil and mud does not turn vegetation into sediment. Sediment is a naturally occurring material that is broken down by weathering and erosion, and vegetation buried under soil and mud does not become sediment.\\n\\n(f) Something to move: This option is incorrect because being buried under soil and mud does not turn vegetation into something to move. This option is not logical based on the difference between the options.\\n\\n(g) Magic: This option is incorrect because being buried under soil and mud does not turn vegetation into magic. Magic is a supernatural force that is not based on science or reason, and vegetation buried under soil and mud does not become supernatural.\\n\\n(h) Picnics: This option is incorrect because being buried under soil and mud does not turn vegetation into picnics. Picnics are outdoor meals or social gatherings, and vegetation buried under soil and mud does not become a social gathering.\", \"final_answer\": \"d\"}"}], "9": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: When will animals move to another area?\nAnswer Choices: (a) To keep their body heat. (b) Reusing materials (c) If they can no longer get food (d) If they are bored (e) Marshes and swamps (f) If they have too much money (g) Warm air moving into cold air (h) If they have too much food"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Animals do not move to another area to keep their body heat. Animals have different ways of regulating their body temperature, such as sweating, panting, or hibernation. However, if the environment becomes too extreme, animals may move to a more suitable area.\\n\\nb) Animals do not move to another area to reuse materials. This option is not related to the question and does not make sense in the context of animal movement.\\n\\nd) Animals do not move to another area if they are bored. Boredom is a human emotion and animals do not have the same capacity for boredom as humans do. Animals move for survival reasons such as finding food, water, or shelter.\\n\\ne) Marshes and swamps are not a reason for animal movement. Marshes and swamps are types of habitats where animals may live, but they do not cause animals to move to another area.\\n\\nf) Animals do not move to another area if they have too much money. This option is not related to the question and does not make sense in the context of animal movement.\\n\\ng) Warm air moving into cold air is a weather phenomenon and does not cause animals to move to another area.\\n\\nh) Animals do not move to another area if they have too much food. Animals may store food for later use, but they do not move to another area if they have too much food.\\n\\nTherefore, the correct answer is c) if animals can no longer get food they will move to another area. This is because animals need food to survive, and if they cannot find food in their current location, they will move to another area where food is available.\", \"final_answer\": \"c\"}"}], "10": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: A firecracker converts chemical energy into what?\nAnswer Choices: (a) Kinetic energy (b) Loud noises (c) Vibrating waves (d) An object is seen (e) Electromagnetic energy (f) Deoxyribonucleic acid (g) Hydrogen and oxygen (h) Harmful substances"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Kinetic energy: Kinetic energy is the energy of motion. While a firecracker does produce some motion, it is not the primary form of energy that it converts chemical energy into. Therefore, this option is incorrect.\\n\\nb) Loud noises: While a firecracker does produce loud noises, it is not the primary form of energy that it converts chemical energy into. The loud noises are a result of the vibrating waves produced by the firecracker. Therefore, this option is incorrect.\\n\\nd) An object is seen: A firecracker does not convert chemical energy into the ability to see an object. This option is not logical based on the differences between the options. Therefore, this option is incorrect.\\n\\ne) Electromagnetic energy: Electromagnetic energy is a form of energy that includes radio waves, microwaves, infrared radiation, visible light, ultraviolet radiation, X-rays, and gamma rays. A firecracker does not convert chemical energy into electromagnetic energy. Therefore, this option is incorrect.\\n\\nf) Deoxyribonucleic acid: Deoxyribonucleic acid (DNA) is a molecule that carries genetic instructions for the development, functioning, growth, and reproduction of all living things. A firecracker does not convert chemical energy into DNA. Therefore, this option is incorrect.\\n\\ng) Hydrogen and oxygen: Hydrogen and oxygen are elements that can combine to form water. A firecracker does not convert chemical energy into hydrogen and oxygen. Therefore, this option is incorrect.\\n\\nh) Harmful substances: A firecracker does produce harmful substances such as smoke and chemicals, but it is not the primary form of energy that it converts chemical energy into. Therefore, this option is incorrect.\\n\\nc) Vibrating waves: A firecracker converts chemical energy into vibrating waves. When the chemicals inside a firecracker react, they produce a rapid release of energy in the form of heat and gas. This energy causes the firecracker to explode, producing vibrating waves that we hear as loud noises. Therefore, this option is correct.\", \"final_answer\": \"c\"}"}], "11": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What is the result of the interaction of several genes?\nAnswer Choices: (a) Major effects (b) Respiration (c) Rolex (d) Density (e) Diphtheria (f) Canis lupus (g) Skin color (h) Digestion"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Major effects: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. 'Major effects' could refer to a variety of things, but it is not specific enough to be a correct answer to this question.\\n\\nb) Respiration: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Respiration is a biological process that involves the exchange of gases, but it is not related to the topic of genetics.\\n\\nc) Rolex: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Rolex is a brand of luxury watches and has nothing to do with genetics.\\n\\nd) Density: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Density is a physical property that describes the amount of mass in a given volume, but it is not related to the topic of genetics.\\n\\ne) Diphtheria: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Diphtheria is a bacterial infection that can cause severe respiratory problems, but it is not related to the topic of genetics.\\n\\nf) Canis lupus: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Canis lupus is the scientific name for the gray wolf, but it is not related to the topic of genetics.\\n\\ng) Skin color: This is the correct answer because skin color is a trait that is determined by the interaction of several genes. The genes that control skin color produce different amounts of melanin, which is a pigment that gives skin its color. The interaction of these genes can result in a wide range of skin colors, from very light to very dark.\\n\\nh) Digestion: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Digestion is a biological process that involves the breakdown of food into smaller molecules, but it is not related to the topic of genetics.\", \"final_answer\": \"g\"}"}], "12": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What can feed at more than one trophic level?\nAnswer Choices: (a) Sheep (b) Salmon (c) Grasses (d) Bats (e) Animals (f) Shrubs (g) Humans (h) Trees"}, {"role": "assistant", "content": "{\"reasoning\": \"b) Salmon: Salmon are a type of fish that are strictly carnivorous and feed on other organisms such as smaller fish, crustaceans, and insects. They do not feed at more than one trophic level.\\n\\nc) Grasses: Grasses are primary producers and are at the base of the food chain. They are not capable of feeding at more than one trophic level.\\n\\nd) Bats: Bats are insectivores or frugivores and feed on insects or fruits respectively. They do not feed at more than one trophic level.\\n\\ne) Animals: This option is too broad and does not provide any specific information. It is incorrect because not all animals can feed at more than one trophic level.\\n\\nf) Shrubs: Shrubs are also primary producers and are not capable of feeding at more than one trophic level.\\n\\ng) Humans: Humans are omnivores and can consume both plants and animals. However, they do not feed at more than one trophic level as they consume either plants or animals at a time.\\n\\nh) Trees: Trees are also primary producers and are not capable of feeding at more than one trophic level.\\n\\nTherefore, the correct answer is a) sheep, as they are herbivores and can consume plants at one trophic level and then be consumed by a predator at a higher trophic level.\", \"final_answer\": \"a\"}"}], "13": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Who can shiver?\nAnswer Choices: (a) Bats (b) Sidewalks (c) Humans (d) Bees (e) Koalas (f) Mountains (g) Trees (h) People"}, {"role": "assistant", "content": "{\"reasoning\": \"Let's go through each option and explain why it is incorrect:\\n\\na) Bats: While bats are capable of shivering, they are not the only animals that can shiver. Therefore, this option is not the correct answer.\\n\\nb) Sidewalks: Sidewalks are not living organisms and therefore cannot shiver. This option is not the correct answer.\\n\\nc) Humans: Humans are capable of shivering, but they are not the only animals that can shiver. Therefore, this option is not the correct answer.\\n\\ne) Koalas: Koalas are capable of shivering, but they are not the only animals that can shiver. Therefore, this option is not the correct answer.\\n\\nf) Mountains: Mountains are not living organisms and therefore cannot shiver. This option is not the correct answer.\\n\\ng) Trees: Trees are not capable of shivering as they do not have muscles. This option is not the correct answer.\\n\\nh) People: This option is the same as option c. Humans are capable of shivering, but they are not the only animals that can shiver. Therefore, this option is not the correct answer.\\n\\nd) Honey bees: Honey bees are capable of shivering to generate heat and maintain their body temperature. This option is the correct answer.\\n\\nIn conclusion, the correct answer is d) honey bees can shiver. It is important to read the question and options carefully and eliminate the options that are not logical based on the difference between them.\", \"final_answer\": \"d\"}"}], "14": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Kittens that are practicing hunting is an example of what?\nAnswer Choices: (a) Learning behavior (b) Competing for resources (c) Warm-blooded (d) Competition (e) Bad behavior (f) Learning nothing (g) Extinguishing behavior (h) Energy of moving objects"}, {"role": "assistant", "content": "{\"reasoning\": \"b) Competing for resources: This option is incorrect because it does not relate to the behavior of kittens practicing hunting. Competing for resources refers to animals competing for limited resources such as food, water, or shelter. Hunting behavior is not related to resource competition.\\n\\nc) Warm-blooded: This option is incorrect because it is not related to the behavior of kittens practicing hunting. Warm-blooded refers to animals that can regulate their body temperature internally, but it does not relate to their behavior.\\n\\nd) Competition: This option is incorrect because it is too broad and does not specifically relate to the behavior of kittens practicing hunting. Competition can refer to many different types of interactions between animals, but it does not specifically relate to hunting behavior.\\n\\ne) Bad behavior: This option is incorrect because it is subjective and does not provide a clear explanation of the behavior of kittens practicing hunting. Hunting behavior is a natural behavior for cats and is not considered bad behavior.\\n\\nf) Learning nothing: This option is incorrect because it is not accurate. Kittens that are practicing hunting are actually learning important skills that they will need to survive as adult cats. Hunting behavior is a learned behavior that requires practice and refinement.\\n\\ng) Extinguishing behavior: This option is incorrect because it does not relate to the behavior of kittens practicing hunting. Extinguishing behavior refers to the process of eliminating a behavior through punishment or negative reinforcement, but it does not relate to learning behavior.\\n\\nh) Energy of moving objects: This option is incorrect because it does not relate to the behavior of kittens practicing hunting. The energy of moving objects refers to the physics of motion and does not relate to animal behavior.\\n\\nTherefore, the correct answer is a) learning behavior, as kittens that are practicing hunting are learning important skills that they will need to survive as adult cats.\", \"final_answer\": \"a\"}"}], "15": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Dead organisms can create energy after what?\nAnswer Choices: (a) Burning (b) Winter (c) Mutations (d) Cooking (e) Cycles (f) Summer (g) Freezing (h) Gunshots"}, {"role": "assistant", "content": "{\"reasoning\": \"b) Winter: Winter is a season and has nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\nc) Mutations: Mutations are changes in the genetic material of an organism and have nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\nd) Cooking: Cooking is a process of preparing food by heating it, and it has nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\ne) Cycles: Cycles can refer to many things, but none of them are related to creating energy from dead organisms. Therefore, this option is incorrect.\\n\\nf) Summer: Summer is a season and has nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\ng) Freezing: Freezing is a process of lowering the temperature of something to below its freezing point, and it has nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\nh) Gunshots: Gunshots are a sudden loud noise caused by a bullet or other projectile and have nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\nTherefore, the correct answer is a) burning. Burning dead organisms can create energy through the process of combustion, which releases energy in the form of heat and light. This energy can be harnessed to generate electricity or power engines.\", \"final_answer\": \"a\"}"}], "16": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Turning on what will emit electromagnetic radiation?\nAnswer Choices: (a) Vehicles (b) Satellites (c) Light bulb (d) Buses (e) Firecrackers (f) Sensory neurons (g) An object (h) Engines"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Vehicles: Turning on a vehicle does not emit electromagnetic radiation. Vehicles emit various types of radiation, such as thermal radiation and sound waves, but not electromagnetic radiation.\\n\\nb) Satellites: Satellites can emit electromagnetic radiation, but not simply by turning them on. Satellites are designed to receive and transmit electromagnetic radiation, such as radio waves, but they do not emit radiation just by being turned on.\\n\\nd) Buses: Similar to vehicles, turning on a bus does not emit electromagnetic radiation. Buses emit various types of radiation, such as thermal radiation and sound waves, but not electromagnetic radiation.\\n\\ne) Firecrackers: Firecrackers do not emit electromagnetic radiation when they are turned on. They emit light and sound, but not electromagnetic radiation.\\n\\nf) Sensory neurons: Sensory neurons are part of the nervous system and do not emit electromagnetic radiation.\\n\\ng) An object: An object does not emit electromagnetic radiation just by being turned on. However, some objects can emit radiation if they are heated or energized, such as a light bulb.\\n\\nh) Engines: Engines do not emit electromagnetic radiation when they are turned on. They emit various types of radiation, such as thermal radiation and sound waves, but not electromagnetic radiation.\\n\\nTherefore, the correct answer is c) light bulb, as turning on a light bulb emits electromagnetic radiation in the form of visible light.\", \"final_answer\": \"c\"}"}], "17": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Where is a zygote formed by sperm swimming to an egg?\nAnswer Choices: (a) Colder and wetter (b) Ocean water (c) Graptolites (d) Rapid expansion (e) A delta (f) An archegonium (g) Barnacles (h) An organism's body"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Colder and wetter: This option is not logical because it does not provide any information about where a zygote is formed. It is just a description of a climate condition.\\n\\nb) Ocean water: This option is not logical because it does not provide any information about where a zygote is formed. It is just a description of a type of water.\\n\\nc) Graptolites: This option is not logical because graptolites are extinct marine animals that lived during the Paleozoic era. They have nothing to do with the formation of a zygote.\\n\\nd) Rapid expansion: This option is not logical because it does not provide any information about where a zygote is formed. It is just a description of a process.\\n\\ne) A delta: This option is not logical because a delta is a landform that is formed at the mouth of a river. It has nothing to do with the formation of a zygote.\\n\\ng) Barnacles: This option is not logical because barnacles are marine animals that reproduce through external fertilization. They do not have an archegonium where a zygote is formed.\\n\\nh) An organism's body: This option is not logical because it does not provide any information about where a zygote is formed. It is just a description of a general location.\\n\\nTherefore, the correct answer is f) an archegonium, which is a structure found in some plants and algae where the egg is fertilized by the sperm, forming a zygote.\", \"final_answer\": \"f\"}"}], "18": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What can cause harm to the eyes?\nAnswer Choices: (a) Mildew (b) Normal water (c) Herpes (d) Normal air (e) Coal (f) Mold (g) Acid (h) Contact solution"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Mildew: While mildew can cause respiratory problems, it is not known to cause harm to the eyes directly. Therefore, this option is incorrect.\\n\\nb) Normal water: Normal water is not harmful to the eyes. In fact, it is essential for maintaining eye health. Therefore, this option is incorrect.\\n\\nc) Herpes: Herpes is a viral infection that can cause cold sores or genital sores. While it can cause eye infections, it is not a direct cause of harm to the eyes. Therefore, this option is incorrect.\\n\\nd) Normal air: Normal air is not harmful to the eyes. In fact, it is essential for breathing and maintaining overall health. Therefore, this option is incorrect.\\n\\ne) Coal: Coal dust can cause harm to the eyes if it gets into them. However, coal itself is not a direct cause of harm to the eyes. Therefore, this option is incorrect.\\n\\nf) Mold: Mold can cause respiratory problems, but it is not known to cause harm to the eyes directly. Therefore, this option is incorrect.\\n\\nh) Contact solution: While contact solution can cause irritation or infection if not used properly, it is not a direct cause of harm to the eyes. Therefore, this option is incorrect.\\n\\ng) Acid: Acid can cause severe harm to the eyes, including chemical burns and permanent damage. Therefore, this option is correct.\\n\\nIn conclusion, the correct answer is g) acid, as it is the only option that can cause direct harm to the eyes.\", \"final_answer\": \"g\"}"}], "19": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What forms into peat through extreme heat and pressure over time?\nAnswer Choices: (a) Bamboo (b) Desiccation (c) Burrs (d) Elms (e) Moss (f) Coal (g) Candy (h) Meat"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Bamboo: Bamboo is a type of grass that grows in tropical and subtropical regions. It does not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\nb) Desiccation: Desiccation is the process of removing moisture from something. It does not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\nc) Burrs: Burrs are small, prickly seeds that attach themselves to clothing or animal fur. They do not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\nd) Elms: Elms are deciduous trees that grow in temperate regions. They do not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\nf) Coal: Coal is a fossil fuel that forms from the remains of plants that lived millions of years ago. It forms through a process of heat and pressure, but it is not formed from moss. Therefore, this option is incorrect.\\n\\ng) Candy: Candy is a sweet food made from sugar or chocolate. It does not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\nh) Meat: Meat is the flesh of animals that is used as food. It does not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\ne) Moss: Moss is a small, non-vascular plant that grows in damp environments. It can form into peat through extreme heat and pressure over time. Therefore, this option is correct.\", \"final_answer\": \"e\"}"}]}, "conversation_RFA_falcon": {"0": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What is satellite technology used for predicting?\nAnswer Choices: (a) Seconds and minutes (b) The strength and magnitude of an earthquake (c) What it's like outside each day (d) 70-75 degrees fahrenheit (e) Rapid changes occur (f) Dead-ends and false starts. (g) Snow, ice, and rock (h) Around 5 to 27 degrees celsius"}, {"role": "assistant", "content": "{\"reasoning\": \"- (a) Seconds and minutes: Satellite technology is not used to predict seconds and minutes. This is too specific and not what satellite technology is generally used for. Satellite technology is used for broader time scales, such as days, weeks, months, and years.\\n- (b) The strength and magnitude of an earthquake: While some types of satellite data can be used in conjunction with other information to study seismicity, earthquakes themselves are typically predicted using other methods, like seismographs and geological studies.\\n- (d) 70-75 degrees fahrenheit: This is a specific temperature range, and satellites cannot predict exact temperature ranges like this. While satellites do play a role in weather prediction, which includes temperature, predicting specific ranges within a day isn't a typical application.\\n- (e) Rapid changes occur: While satellites can detect rapid changes in many areas, such as cloud cover, weather fronts, or volcanic activity, the phrase 'rapid changes occur' is too vague. It could apply to various phenomena, so it's not specifically about predictions related to satellite technology alone.\\n- (f) Dead-ends and false starts: These descriptions relate to human behavior and decision-making processes, not predictions associated with satellite technology.\\n- (g) Snow, ice, and rock: This is a very specific combination of weather and geological features. While satellite technology can certainly be used to monitor snow, ice, and rock & soil changes (for landslide detection, for example), it's not specifically about predicting these phenomena in the way the question suggests.\\n- (h) Around 5 to 27 degrees celsius: Similar to (d), this is a specific temperature range, and satellites alone cannot predict specific temperature ranges so precisely.\\n\\nThe correct answer, (c) What it's like outside each day, touches on a broader range of environmental conditions, which satellite technology can provide data on. Satellites track weather patterns, cloud cover, sunlight, and other indicators that give us an idea of the outside conditions almost daily. \\n\\nThis broad, daily overview of environmental conditions is something that satellites can provide, unlike the more narrow and specific predictions mentioned in the other options. Although it's not a technical 'prediction' in the sense of forecasting exact events all the time, it does provide up-to-date and current information about what it's like outside, which can be used to make informed decisions and inform other predictions related to weather and environment.\", \"final_answer\": \"c\"}"}], "1": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What does irradiating food do?\nAnswer Choices: (a) Relieve pain (b) Enhance food's nutrients (c) Improves food safety (d) Allows growth of bacteria (e) Increases food waste (f) Chemical changes (g) Get chemical reactions started (h) Major threat to health"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) Relieve pain: Irradiating food does not have an effect on pain. This option is incorrect because food irradiation is a process focused on ensuring food safety by reducing harmful bacteria, not on alleviating pain.\\n\\n(b) Enhance food's nutrients: While some studies suggest irradiation could slightly enhance nutrient levels, it is not the primary benefit of food irradiation. This option is incorrect because the main purpose is to ensure food safety, not necessarily to enhance nutrients.\\n\\n(c) Improves food safety: This is the correct answer. Food irradiation is a process where food is exposed to a specific level of ionizing radiation to kill or inactivate pathogens (bacteria, viruses, parasites), reducing the risk of foodborne illnesses. This makes it safer for consumers.\\n\\n(d) Allows growth of bacteria: This is incorrect. Food irradiation is intended to reduce the population of harmful bacteria that can cause foodborne illnesses. It does not allow or promote bacterial growth.\\n\\n(e) Increases food waste: This is incorrect. In fact, irradiation can help reduce food waste by preserving food for longer periods, thereby extending its shelf life.\\n\\n(f) Chemical changes: This may be somewhat correct in terms of general chemistry, but it doesn't fully explain the purpose or the result of food irradiation. The term 'chemical changes' is too broad and doesn't capture the specific effect \\u2014 reducing the population of harmful pathogens.\\n\\n(g) Get chemical reactions started: Similar to (f), while this might occur as a side effect of irradiation (since it causes ionization), it's not what food irradiation is primarily concerned with or why it's done.\\n\\n(h) Major threat to health: This is incorrect. Irradiating food to specific levels is considered safe by numerous international health organizations. This option misrepresents the purpose and safety standards of food irradiation.\\n\\nTo summarize, the primary function of irradiating food is to improve food safety by reducing harmful microorganisms, making the food less likely to cause foodborne illnesses.\", \"final_answer\": \"c\"}"}], "2": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What protects a mammal's skin?\nAnswer Choices: (a) Fiber follicles (b) Exfoliation (c) Resistance (d) Layers of fat (e) Evaporation (f) A cuticle (g) Sensory neurons (h) Fur and fat"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) **Fiber follicles**: This is the correct answer. Mammals have a unique skin structure that includes multiple layers, one of which involves a network of fiber follicles. These are small pockets within the skin that contain hair follicles, sebaceous glands, and sweat glands. The layer of hair (which consists of fibers) and the associated structures work together to protect the mammal's skin from various environmental threats such as microorganisms, physical damage, and excessive heat or cold.\\n\\nNow let's dismiss the incorrect options:\\n\\n(b) **Exfoliation**: Exfoliation refers to the natural process of dead skin cells dying and shedding off. While it contributes to health and skin appearance, it does not directly protect the skin.\\n\\n(c) **Resistance**: This term is too broad and vague to accurately describe what protects a mammal's skin. Mammal skin resistance is a result of its structure, not the term itself.\\n\\n(d) **Layers of fat**: Mammals certainly have layers of fat, especially under the skin (subcutaneous fat). This layer acts as insulation against cold temperatures and as an energy reserve, but it is not what primarily protects skin in the way hair does.\\n\\n(e) **Evaporation**: Evaporation of sweat can cool the body and is a regulatory mechanism for mammals, but it doesn't offer physical protection to the skin.\\n\\n(f) **A cuticle**: The cuticle refers to the outer part of a plant cell wall or, loosely, the outer part of the skin as in human hair which is what protects that hair follicle. This doesn't accurately describe the protective layer of mammal skin.\\n\\n(g) **Sensory neurons**: These are specialized nerve cells that detect and transmit sensory information to the central nervous system. Sensory neurons play a role in perceiving the environment but are not physical barriers that protect the skin.\\n\\n(h) **Fur and fat**: This is a combination of correct and incorrect elements. While fur does provide protection as part of the follicle network, 'fat' alone is not a protective structure in the skin itself. Additionally, specifying fur and fat together mixes two different functionalities (fur for insulation and protection, fat for insulation) rather than one singular mechanism directly addressing skin protection.\\n\\nIn summary, mammals' skin is robustly protected primarily by the network of fiber follicles, which incorporates both the hair structures (fur) and the associated glands (like sebaceous glands) that lubricate the fur. This protects the underlying layers of the skin and permits mammals to thrive in various climates and environments.\", \"final_answer\": \"a\"}"}], "3": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What do earthworms do when a segment breaks off?\nAnswer Choices: (a) Dies (b) Regrows it (c) Reproduces (d) Sediment (e) Root growth (f) Migrate (g) Stops growing (h) Roots"}, {"role": "assistant", "content": "{\"reasoning\": \"1. **Option (a): Dies**\\n   - Earthworms are segmented organisms, with each segment containing both nerve cords and muscle fibers. While it is true that each segment can function semi-independently, the severed segment doesn't simply die. The loss of a segment may affect the worm's mobility and overall health, but it doesn't lead to instantaneous death of the segment itself.\\n\\n2. **Option (c): Reproduces**\\n   - Reproduction in earthworms is a separate biological process that involves the formation of either eggs or worms from hermaphroditic partners. The breaking off of a segment does not initiate this reproductive process.\\n\\n3. **Option (d): Sediment**\\n   - Sediment refers to fine, loose particles of organic and inorganic material found at the bottom of a body of water. There is no factual connection between a segmented earthworm breaking off and the creation of sediment.\\n\\n4. **Option (e): Root growth**\\n   - Root growth is a process in plants, not earthworms. Earthworms do not have roots nor do they perform root growth as part of their biological functions.\\n\\n5. **Option (f): Migrate**\\n   - Migration refers to the regular seasonal movements made by animals in search of food, breeding, or milder climatic conditions. Earthworms can migrate, but the breaking off of a segment (which typically happens due to external pressure) does not initiate a migration process.\\n\\n6. **Option (g): Stops growing**\\n   - Growth in earthworms is indeed biological, but the loss of a segment doesn't cause a cessation of growth. Segments of earthworms are constantly being added and shed depending on the worm's growth and conditions, so the loss of a segment wouldn't typically halt its overall growth.\\n\\n7. **Option (h): Roots**\\n   - As mentioned earlier, roots are a characteristic of plants, not earthworms. Earthworm segments do not turn into roots.\\n\\n**The correct answer is (b) Regrows it.**\\n\\nEarthworms can regenerate lost segments. This regenerative ability is one of the unique characteristics of these segmented worms. When a segment breaks off, typically due to external forces, the severed segment can regenerate, leading to the growth of a new one if the conditions permit.\\n\\nRemember, each incorrect answer is not correct because they either don't address the biological process at hand or don't align with known biological functions and characteristics of earthworms.\", \"final_answer\": \"b\"}"}], "4": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Lightning can be bad for what?\nAnswer Choices: (a) The environment (b) Rainstorms (c) Destruction (d) Visibility (e) Thunder (f) The sun (g) The weather. (h) Transportation"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) The environment: Lightning can release large amounts of energy and heat, which can disrupt natural ecosystems, cause forest fires, and affect air quality, thus harming the environment.\\n\\n(b) Rainstorms: Lightning does not directly harm rainstorms. In fact, it's a part of the natural storm process. Lightning is often a result of severe thunderstorms, not a factor that causes them to be harmful themselves.\\n\\n(c) Destruction: This option is less specific than (a) or (b), but in general terms, it's true. However, 'destruction' is too vague and doesn't explain the harm caused by lightning activity.\\n\\n(d) Visibility: While lightning can temporarily reduce visibility during storms, it does not inherently 'bring' or 'cause' poor visibility. Visibility issues are generally due to rain, fog, or the storm clouds themselves, not the lightning.\\n\\n(e) Thunder: This is not a harm but rather another phenomenon created alongside lightning; they are both manifestations of electrical discharges in thunderstorms.\\n\\n(f) The sun: Lightning has no effect on the sun, as they are distant from each other and operate independently of each other.\\n\\n(g) The weather: While lightning is a part of severe weather, it does not cause weather changes inherently. Weather is a complex system influenced by many factors, and lightning is only one of many indicators of severe weather.\\n\\n(h) Transportation: This is another potential effect, but it is indirect. Lightning strikes can cause damage to infrastructure like power lines, roads, railroads, etc., indirectly affecting transportation systems. However, this statement isn't as direct or clear as it could be.\\n\\nAfter going through each answer choice, it's clear that (a) 'The environment' is the most direct and comprehensive answer to why lightning can be bad without falling into broad or indirect explanations.\", \"final_answer\": \"a\"}"}], "5": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Evidence of past life can show that what used to live in a place?\nAnswer Choices: (a) Souls (b) Animals with backbones (c) Organisms (d) Plant or animal (e) Males and females (f) Deforestation (g) Reincarnation (h) Important habitats"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) Souls: Evidence of past life in biology typically refers to physical or molecular remains, not abstract concepts like souls. Biology deals with physical, tangible aspects of life forms.\\n\\n(b) Animals with backbones: This option is too specific. While evidence could indicate the presence of animals with backbones, it doesn't account for other forms of life that might be present in the fossil record.\\n\\n(c) Organisms: This is a step towards the correct answer, but it's not the most specific. Fossils or chemical markers can indeed show where various organisms once lived, but not all past life is represented by direct fossil evidence.\\n\\n(f) Deforestation: This refers to a current environmental process, not past life. It indicates changes in ecosystems within the recent past but doesn't specifically address which life forms existed there in the past.\\n\\n(g) Reincarnation: Like 'souls,' this is a spiritual or metaphysical concept, not grounded in biological evidence. Biology concerns itself with observable and scientifically testable phenomena.\\n\\n(h) Important habitats: This is too vague. While it could be tied to the types of organisms that used to live in a place, the phrase could imply a variety of unrelated contexts, and doesn't directly state what types of life existed.\\n\\nTherefore, the most accurate and comprehensive answer is (d) Plant or animal. Evidence in the form of fossils, trace fossils, and imprints can indicate the presence of various life forms, including both plants and animals, in a particular place where they once lived. This covers a broad range of past life in a scientifically grounded manner, acknowledging contributions from both plant and animal kingdoms.\", \"final_answer\": \"d\"}"}], "6": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: How traits are passed down, or inherited, is found in information in an organism's what?\nAnswer Choices: (a) Species (b) Messengers (c) Hair follicles (d) Cycles (e) Skin cells (f) Endocrine system (g) Chromosomes (h) Proteins"}, {"role": "assistant", "content": "{\"reasoning\": \"The correct answer is (g) Chromosomes.\\n\\nLet's examine why the other options are incorrect:\\n\\n(a) Species: Species is a classification system used by biologists to group together similar organisms. While species are related in terms of their genetics, they do not contain the specific information about an individual's inherited traits.\\n\\n(b) Messengers: This option could refer to signals or communication systems within an organism, but it does not typically relate to the genetic information responsible for inherited traits. \\n\\n(c) Hair follicles: Hair follicles are structures in the skin that produce hair. They don't contain genetic information about traits; rather, they're a result of genetic instructions that are already encoded in the chromosomes.\\n\\n(d) Cycles: Biological cycles, such as circadian rhythms, are regular patterns of behavior or physiological change. They are regulated by internal and external stimuli, but they don't store genetic information.\\n\\n(e) Skin cells: Skin cells are somatic cells that constitute the outer layer of the skin. They contain genetic material, but they do not hold the specific instructions for how traits will be expressed - that information is found in the DNA, notably within chromosomes.\\n\\n(f) Endocrine system: The endocrine system is a group of glands that secrete hormones, which regulate various functions in the body. It controls many aspects of our body functions but doesn't store genetic information.\\n\\n(h) Proteins: Proteins are essential molecules that play many roles in the body, including acting as enzymes, structural components, and signaling molecules. They're created based on instructions from the DNA but do not contain the genetic information itself.\\n\\nIn summary, chromosomes are the structures within the cell nucleus that carry the genetic material (DNA), which includes the information about an organism's traits. The other options are incorrect because they refer to entities, processes, or mechanisms that do not store or directly contain the genetic information that determines inherited traits.\", \"final_answer\": \"g\"}"}], "7": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What are the major producers in temperature and precipitation?\nAnswer Choices: (a) Grass (b) Animals (c) Apples (d) Potatoes (e) Trees (f) Plants (g) Fungi (h) Fields"}, {"role": "assistant", "content": "{\"reasoning\": \"1. **Grass (a)** - While grass is indeed a producer, or autotrophic organism, in the biological sense, it isn't typically emphasized as a major producer in the context of the question because it is more common and less varied than other plant forms.\\n\\n2. **Animals (b)** - Animals are consumers (heterotrophs) that cannot produce their own food, so they are not producers.\\n\\n3. **Apples (c)** - Like grass, apples are a type of plant product, but they are derived from producers (trees bearing apples), not producers themselves.\\n\\n4. **Potatoes (d)** - Potatoes are an agricultural crop, and like apples, they are derived from plants. They're not producers, but the producers are the potato plants.\\n\\n5. **Fields (h)** - A field refers to an agricultural area where crops are grown. It's not a producer itself, but can contain producers such as grains, vegetables, or other crops.\\n\\n6. **Plants (f)** - This is the correct answer. Plants, in general, are producers through the process of photosynthesis, which converts light energy into chemical energy that can be later released to fuel the organism's activities.\\n\\n7. **Fungi (g)** - Although fungi are autotrophic, the question specifically refers to 'temperature and precipitation' as major factors. While fungi can indeed photosynthesize (like algae), they are often considered decomposers, more relevant to temperature and waste cycling in an ecosystem rather than primary producers.\\n\\nIn conclusion, the primary producers are **plants** because they are the main entities capable of converting sunlight, carbon dioxide, and water into complex sugars through photosynthesis, using temperature and light (a component of precipitation effects via evapotranspiration) as primary factors. Animals, fungi, apples, potatoes, and fields do not directly engage in this process in the same way as plants, and thus, are not primary producers.\", \"final_answer\": \"f\"}"}], "8": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What does being buried under soil and mud change vegetation into?\nAnswer Choices: (a) Scarce resources (b) Harmful substances (c) Scars (d) Fossil fuels (e) Sediment (f) Something to move (g) Magic (h) Picnics"}, {"role": "assistant", "content": "{\"reasoning\": \"a) Scarce resources - This option suggests that being buried under soil and mud makes vegetation scarce resources. This is not correct because soil and mud being a burial location does not imply the vegetation it contains becomes scarce. The vegetation itself wouldn't become scarce due to burial; rather, it may contribute to the formation of fossil fuels.\\n\\nb) Harmful substances - Vegetation buried in soil and mud does not turn into harmful substances. While it's true that over geological timescales, decomposition processes can produce various substances, the immediate result of burial isn't the creation of harmful substances. The correct answer involves a process that leads to a more complex fossil fuel, not just harmful substances.\\n\\nc) Scars - This answer choice suggests the vegetation transforms into scars. Scars are injuries or wounds on an organism, and there is no biological or geological process by which burial under soil and mud would turn vegetation into scars.\\n\\nf) Something to move - This answer implies that the result of the burial process is something used for movement. However, fossil fuels, formed over millions of years, aren't used directly for movement but are sources of energy when combusted. They don't become'something to move' in any immediate or direct sense.\\n\\ng) Magic - This option is not a scientific or factual answer. The process of how vegetation transforms into fossil fuels is a natural geological process, not a magical one.\\n\\nh) Picnics - This option is completely unrelated to the biological or geological process described in the question. Picnic items are human-made and don't result from the transformation of dead plant material.\\n\\nSo the correct answer is (d) Fossil fuels, because this is the natural process by which dead vegetation buried under soil and mud becomes part of the fossil fuel deposits. Fossil fuels form from the remains of dead plants and animals that have been buried and subjected to immense heat and pressure over millions of years.\", \"final_answer\": \"d\"}"}], "9": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: When will animals move to another area?\nAnswer Choices: (a) To keep their body heat. (b) Reusing materials (c) If they can no longer get food (d) If they are bored (e) Marshes and swamps (f) If they have too much money (g) Warm air moving into cold air (h) If they have too much food"}, {"role": "assistant", "content": "{\"reasoning\": \"When animals move to another area, it's not due to:\\n\\n(a) Keeping their body heat - This is typically influenced by seasonal changes or weather conditions, not the physical act of moving to another area. While temperature can be a factor in migration, it doesn't drive the decision for the movement itself.\\n\\n(b) Reusing materials - This option refers to recycling or reusing physical objects and has no direct correlation to animal migration or movement.\\n\\n(d) Being bored - Boredom is a human construct and doesn't directly apply to animals' behavioral decisions. Animals are driven by instincts and basic needs rather than boredom.\\n\\n(f) Having too much money - This is an economic concept that doesn't apply to animals, as they don't have currency or financial resources.\\n\\n(e) Marshes and swamps - These are specific types of ecosystems, and while animals may inhabit these areas or move to them for various reasons, merely explaining where they might go doesn't address why they move.\\n\\n(g) Warm air moving into cold air - This describes atmospheric phenomena and does not influence the movement of animals.\\n\\n(h) Having too much food - While animals might migrate to avoid areas of over-competition for food resources, the phrase 'too much food' is not a logical motivator for moving to a new area. Too much food would mean they're already in a good location, negating the need for migration.\\n\\n(c) If they can no longer get food - This is correct because animals often migrate in response to scarcity in their current habitat. Inadequate food availability can lead to starvation, prompting a movement to areas where resources are more abundant. They are seeking to ensure their survival and reproduction.\\n\\nTherefore, the correct answer is (c) as it is the most logical explanation for animal movement to another area based on survival needs, particularly food availability.\", \"final_answer\": \"c\"}"}], "10": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: A firecracker converts chemical energy into what?\nAnswer Choices: (a) Kinetic energy (b) Loud noises (c) Vibrating waves (d) An object is seen (e) Electromagnetic energy (f) Deoxyribonucleic acid (g) Hydrogen and oxygen (h) Harmful substances"}, {"role": "assistant", "content": "{\"reasoning\": \"1. Read the question: 'A firecracker converts chemical energy into what?'\\n    - The question asks about the form of energy that a firecracker transforms chemical energy into.\\n\\n2. Identify the differences between options:\\n   - a) Kinetic energy\\n   - b) Loud noises\\n   - c) Vibrating waves\\n   - d) An object is seen\\n   - e) Electromagnetic energy\\n   - f) Deoxyribonucleic acid\\n   - g) Hydrogen and oxygen\\n   - h) Harmful substances\\n\\n3. Determine which options are not logical based on the difference:\\n   - Kinetic energy could be a result of the firecracker's explosion, but it is not the most direct or specific transformation.\\n   - Loud noises are a byproduct but do not represent energy.\\n   - Vibrating waves may result from the explosion, but they are also a byproduct rather than the primary converted energy.\\n   - An object is seen: This is not a form of energy.\\n   - Electromagnetic energy is not the primary form of energy conversion in a firecracker.\\n   - Deoxyribonucleic acid (DNA) is organic material and is not related to the energy conversion at play.\\n   - Hydrogen and oxygen are elements produced in the chemical reaction but not the form of energy itself.\\n   - Harmful substances are byproducts but not the form of energy.\\n\\n4. The correct answer is (c):\\n   - Vibrating waves: While firecrackers do indeed produce vibrations (which can felt or heard as sound), the most accurate and complete representation of the energy transformation is not listed directly.\\n\\n5. Explanation of why other options are incorrect:\\n   - a) Kinetic energy: While kinetic energy is involved in the explosion, it is not the immediate and primary conversion form.\\n   - b) Loud noises: This is a result of the explosion but not a form of energy.\\n   - d) An object is seen: This statement is irrelevant to energy conversion.\\n   - e) Electromagnetic energy: Although related to the energy released during the explosion (light and sound), it is not the most direct description of the conversion from chemical to another form.\\n   - f) Deoxyribonucleic acid (DNA): Not related to the energy transformation process.\\n   - g) Hydrogen and oxygen: Produced elements but not forms of energy.\\n   - h) Harmful substances: Byproducts but not forms of energy.\\n\\nIn conclusion, while a firecracker primarily converts chemical energy into kinetic energy and vibrations (sound waves), the closest option provided is (c) Vibrating waves, indicating the most evident physical effect and form of energy transformation from chemical energy at the elementary level.\", \"final_answer\": \"c\"}"}], "11": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What is the result of the interaction of several genes?\nAnswer Choices: (a) Major effects (b) Respiration (c) Rolex (d) Density (e) Diphtheria (f) Canis lupus (g) Skin color (h) Digestion"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) Major effects:\\nThis term could potentially relate to genetics, but it's a general term that could describe the effects of multiple genes on a phenotype, rather than a specific result. Thus, it's not a direct answer to the question asking for a specific result of the interaction of several genes.\\n\\n(b) Respiration:\\nRespiration is a biological process involving the exchange of gases (oxygen and carbon dioxide) that occurs in living organisms. While gene interactions can influence metabolic processes including respiration, the term 'respiration' itself is not a result directly stemming from the interaction of several genes.\\n\\n(c) Rolex:\\nA Rolex is a luxury wristwatch. This option is irrelevant to the context of genetics and the interaction of several genes.\\n\\n(d) Density:\\nDensity is a physical property of matter and does not directly relate to genetics or the interaction of multiple genes.\\n\\n(e) Diphtheria:\\nDiphtheria is a bacterial disease; while genes can influence susceptibility to certain diseases, 'diphtheria' itself isn't a result of the interaction of several genes but rather an effect of a pathogenic bacterium (Corynebacterium diphtheriae).\\n\\n(f) Canis lupus:\\nCanis lupus is the scientific name for the gray wolf, a species. This is not a result arising from the interaction of multiple genes in a genetic context; it refers to a taxonomic classification.\\n\\n(g) Skin color:\\nSkin color is often influenced by the interaction of several genes, including those responsible for the production of melanin, which gives skin its color. This is a direct result of genetic factors.\\n\\n(h) Digestion:\\nLike respiration, digestion is a biological process involving multiple steps and organs. While genes certainly play a role in regulating digestive processes (e.g., enzymes involved in digestion), 'digestion' as a process rather than a result of genetic interaction isn't as specific as skin color for a genetic trait's result.\\n\\nThus, (g) Skin color is the most specific and direct result of the interaction of several genes. Although other processes (respiration, digestion) might be influenced by gene interactions, they refer to ongoing functions rather than a specific, observable outcome like skin color.\", \"final_answer\": \"g\"}"}], "12": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What can feed at more than one trophic level?\nAnswer Choices: (a) Sheep (b) Salmon (c) Grasses (d) Bats (e) Animals (f) Shrubs (g) Humans (h) Trees"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) **Sheep**: Sheep are herbivores, primarily feeding on grasses and other plants. They typically cannot feed at multiple trophic levels.\\n\\n(b) **Salmon**: While salmon can vary in their diet, they are generally considered to be primarily piscivores (fish-eating predators) and do not feed on plants. Therefore, although their diet can change based on their life stage, they don't generally feed at more than one trophic level.\\n\\n(c) **Grasses**: Grasses are plants, specifically monocots usually found in the order Poales. They are autotrophs, meaning they produce their own food through photosynthesis. They do not feed at any trophic level because they are not consumers but producers.\\n\\n(d) **Bats**: Bats are typically considered insectivores, feeding primarily on insects. Some bat species also eat fruits or nectar, but they don't cross trophic levels. They feed at a single trophic level, either as consumers of insects (primary consumers) or fruits (omnivores).\\n\\n(e) **Animals**: This is a broad term encompassing many different organisms, but it doesn't specifically refer to a trophic level. All animals are consumers and therefore belong to at least one trophic level, but they may occupy different levels depending on their diet. However, the question implies a single level, so this isn't a satisfactory answer.\\n\\n(f) **Shrubs**: Similar to grasses, shrubs are autotrophic organisms. They are consumers of air and water, particularly sunlight, through photosynthesis. They do not feed at any trophic level.\\n\\n(g) **Humans**: Humans are omnivores, meaning they can consume both plant and animal matter. While it might seem like they cross trophic levels by consuming foods from different sources, individual meals do not qualify as crossing trophic levels. Crossing trophic levels would imply a consistent diet where one is an animal consumer and another a plant consumer, which humans, as omnivores, do not strictly adhere to.\\n\\n(h) **Trees**: Trees belong to the plant kingdom, more specifically to the division Tracheophyta, and like shrubs and grasses, they are autotrophic and do not feed at any trophic level.\\n\\nNone of the given options indicate a lifestyle that consistently involves feeding at more than one trophic level. \\n\\nThe correct answer choice should better reflect an organism that, under different circumstances or specific conditions, might consume entities from multiple trophic levels, but the provided choices do not fit that description directly. However, since the question is asking for a biological entity, humans, with their diverse diet aspect, are considered omnivores capable of consuming plants and animals. Therefore, humans could be incorrectly perceived as fitting the description of 'feed at more than one trophic level,' but within the scope of this multiple-choice format and based on the provided options, none appropriately display this capability. Hence, the closest although misleading answer might be (a) Sheep, since the question incorrectly assumes there exists an option that fits the trophic level crossing description among the provided choices.\", \"final_answer\": \"a\"}"}], "13": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Who can shiver?\nAnswer Choices: (a) Bats (b) Sidewalks (c) Humans (d) Bees (e) Koalas (f) Mountains (g) Trees (h) People"}, {"role": "assistant", "content": "{\"reasoning\": \"Let's analyze each answer choice:\\n\\n(a) **Bats**: While bats are indeed capable of shivering, they are not the best answer for this question. It's possible they were included to test if you consider specialized hibernating mammals.\\n\\n(b) **Sidewalks**: Sidewalks are inanimate objects and do not have the ability to shiver. They cannot generate or control body heat.\\n\\n(c) **Humans**: Humans can definitely shiver. Shivering is a physiological response in humans and many animals where rhythmic muscle contractions generate heat to help maintain body temperature, especially during cold conditions.\\n\\n(d) **Bees**: This is the correct answer. Shivering, in this biological context, is also known as 'taxillation' in bees. It's a response to cold temperatures where bees cluster their bodies together and shiver to generate warmth and conserve it.\\n\\n(e) **Koalas**: While koalas are mammals and capable of some forms of shivering, the term 'shiver' is typically used in a context of rapid muscle contractions to generate heat in response to cold temperatures. Koalas, being ectothermic (cold-blooded), don't shiver in the same context as mammals like humans or bees. They maintain their body temperature through external sources, like sun exposure, and generally don't shiver in response to cold as mammals do.\\n\\n(f) **Mountains**: Mountains are inanimate geographical features and do not possess the ability to shiver or regulate body temperature in any manner.\\n\\n(g) **Trees**: Trees, being plants, do not have the cellular and physiological capacity to shiver or generate heat through muscle contractions.\\n\\n(h) **People** (repeated from (c)): This is a repeat of the correct answer for humans, possibly to test if you're paying attention or if you might try to select it again unintentionally.\\n\\nSo, while (c) 'Humans' is technically correct, the intended answer is (d) 'Bees', which includes a broader and more specific group that can shiver within the context of biological shivering mechanisms. The other choices do not relate to shivering because they are either not living beings (b, f, g, h) or not capable of shivering as a mechanism for thermoregulation (a, e).\", \"final_answer\": \"d\"}"}], "14": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Kittens that are practicing hunting is an example of what?\nAnswer Choices: (a) Learning behavior (b) Competing for resources (c) Warm-blooded (d) Competition (e) Bad behavior (f) Learning nothing (g) Extinguishing behavior (h) Energy of moving objects"}, {"role": "assistant", "content": "{\"reasoning\": \"\\n**Option (a) Learning behavior**: Kittens hunting is a clear example of them learning survival skills and behaviors. This is a fundamental part of their development as they grow into adult cats. This aligns with the concept of learning behavior.\\n\\n**Option (b) Competing for resources**: This option is incorrect because while cats may compete for resources like food in the wild, the behavior of hunting kittens is more about learning a skill than competing for resources. It's not primarily about who gets what.\\n\\n**Option (c) Warm-blooded (d) Competition**: These options are not correct as they describe characteristics or broader contexts \\u2013 warm-blooded refers to the physiological trait of being able to regulate body temperature, and competition could apply more broadly to situations involving conflicts between or among individuals or groups chasing the same goal, which is not specifically relevant to a kitten practicing hunting.\\n\\n**Option (e) Bad behavior**: This option is inaccurate. While hunting behavior might to a human observer seem harmful (e.g., a kitten pouncing on a toy mouse), it is essential and instinctual for the kitten's survival and does not qualify as 'bad' in an ethical sense.\\n\\n**Option (f) Learning nothing**: This is incorrect because kittens are actively involved in learning through play, and hunting mimics real-life scenarios where they gather information about their prey.\\n\\n**Option (g) Extinguishing behavior**: This option is not applicable. 'Extinguishing behavior' usually refers to actions taken to prevent or end a behavior, which is not what kittens are doing while practicing hunting. \\n\\n**Option (h) Energy of moving objects**: This is also not correct as it is a physical concept describing kinetic energy. While hunting does involve physical activity that consumes energy, it doesn't accurately capture or describe the kittens' behavior in this context.\\n\\nIn summary, the correct answer is 'Learning behavior' (a) because kittens hunting is a form of play where they learn crucial skills needed for survival. The other options are not correct as they either do not directly describe the behavior or misinterpret the context or meaning of the kitten's actions.\", \"final_answer\": \"a\"}"}], "15": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Dead organisms can create energy after what?\nAnswer Choices: (a) Burning (b) Winter (c) Mutations (d) Cooking (e) Cycles (f) Summer (g) Freezing (h) Gunshots"}, {"role": "assistant", "content": "{\"reasoning\": \"Answer: (a) Burning\\n\\nExplanation: \\n- (b) Winter: Winter is a season characterized by cold temperatures and the absence of sunlight. It has no direct relationship with energy production after death.\\n\\n- (c) Mutations: Mutations are changes in DNA that can lead to genetic variations. They occur in living organisms and don't apply to dead organisms started generating new energy.\\n\\n- (d) Cooking: This is a process of preparing food using heat. It's a method not specifically related to energy generation after an organism's death.\\n\\n- (e) Cycles: While certain biological processes like the carbon cycle involve the transformation of organic matter, these cycles take time and occur naturally within the ecosystem. They do not relate directly to the immediate generation of energy post-death.\\n\\n- (f) Summer: Similar to winter, summer is just another season with warm conditions and more sunlight. It does not describe a process that produces energy from dead organisms.\\n\\n- (g) Freezing: Freezing is a process that can preserve biological tissues but does not generate energy once an organism is dead.\\n\\n- (h) Gunshots: This unrelated option refers to a source of physical impact or sound, not energy production by dead organisms.\\n\\nIn reality, dead organisms can indirectly contribute to energy creation through decomposition, a natural process where decomposers like bacteria and fungi break down organic material, releasing nutrients back into the ecosystem. However, this process doesn't fall under the literal interpretation of 'Dead organisms can create energy after what?'. Therefore, the closest and conceptually relevant answer would be to burn or decompose, but since 'Burning' in the context of biological processes usually doesn't refer to the natural decomposing process of dead organisms, option (a) as presented in the choices is not technically correct. \\n\\nThe laid-out explanation for why the other options are not correct provides a comprehensive understanding of why 'Burning' isn't the precise answer in the context given, despite being the closest to the actual natural process involving dead organisms creating energy.\", \"final_answer\": \"a\"}"}], "16": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Turning on what will emit electromagnetic radiation?\nAnswer Choices: (a) Vehicles (b) Satellites (c) Light bulb (d) Buses (e) Firecrackers (f) Sensory neurons (g) An object (h) Engines"}, {"role": "assistant", "content": "{\"reasoning\": \"(a) Vehicles: While vehicles, in general, contain devices that may emit electromagnetic radiation (like engine ignition systems), they are not the primary means of emitting such radiation intentionally.\\n\\n(b) Satellites: Similar to vehicles, satellites may emit electromagnetic radiation (for communication, navigation, etc.), but they are not the main tools used for emitting this radiation without specific purpose.\\n\\n(c) Light bulb: This is the correct answer as it emits electromagnetic radiation, specifically in the form of light, when electricity passes through the filament.\\n\\n**Explanation for (c):** A light bulb functions by passing an electric current through a conductor called a filament. The resistance of the filament causes it to heat up and glow, emitting electromagnetic radiation, primarily in the visible spectrum (light).\\n\\n(d) Buses: Like vehicles, buses might contain devices that emit electromagnetic radiation, but they are not the primary tool for this emission.\\n\\n(e) Firecrackers: While they do emit light and heat (which are types of electromagnetic radiation), they are not a deliberate method for generating electromagnetic waves.\\n\\n(f) Sensory neurons: Neurons, including sensory neurons, carry electrical signals related to sensory input and do not emit electromagnetic radiation in the broad sense required by the question.\\n\\n(g) An object: This is too vague to provide a correct answer. Not all objects emit electromagnetic radiation in the way the question is asking.\\n\\n(h) Engines: Similar to vehicles, engines contain devices that may emit electromagnetic radiation during operation, such as in ignition systems, but this is not the primary method of emitting electromagnetic radiation.\\n\\nIn summary, the only option directly designed to emit electromagnetic radiation as intended by the question is (c) Light bulb.\", \"final_answer\": \"c\"}"}], "17": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Where is a zygote formed by sperm swimming to an egg?\nAnswer Choices: (a) Colder and wetter (b) Ocean water (c) Graptolites (d) Rapid expansion (e) A delta (f) An archegonium (g) Barnacles (h) An organism's body"}, {"role": "assistant", "content": "{\"reasoning\": \"Let's analyze each option:\\n\\n(a) Colder and wetter: This phrase describes an environment, but it doesn't specify where a zygote is formed. Zygotes are not specifically formed in colder and wetter environments; rather, they are formed in reproductive systems of organisms.\\n\\n(b) Ocean water: While eggs and sperm from certain marine organisms can be found in ocean water and fertilization can occur there, this doesn't address the formation of a zygote. The zygote itself is the result of fertilization, which occurs within the reproductive systems of the organisms.\\n\\n(c) Graptolites: Graptolites are an extinct group of colonial animals, specifically, they were a type of Paleozoic marine invertebrate. Zygote formation is not directly linked to graptolites because they are not responsible for it. Zygote formation happens within the reproductive systems of living organisms.\\n\\n(d) Rapid expansion: This resembles a physical process but does not point to any specific location for zygote formation. It's a characteristic of growth or expansion, not a location.\\n\\n(e) A delta: A delta is a landform created by sedimentary deposits at the mouth of a river where it meets a larger body of water. This geographical feature is not related to the location where a zygote is formed.\\n\\n(g) Barnacles: Barnacles are marine crustaceans, but their reproduction method (external fertilization) and the specific location of zygote formation (within the reproductive system of the barnacle) are not the same as those for most other animals. Furthermore, the question doesn't specify the organism type, thereby leading this as an incorrect choice without that assumption.\\n\\n(h) An organism's body: This is a vague option that covers a wide range of environments within an organism's body. While this is broadly correct, it's not specific enough, and the focus should be on a specific instance (like within an egg).\\n\\nNow, let's examine (f) an archegonium.\\n\\nAn archegonium is a type of specialized reproductive structure found in non-vascular plants (such as mosses) and some algae. Inside the archegonium, a female gamete (egg) is formed, and fertilization occurs when a sperm from another male gamete enters. The resulting product of this fertilization is a zygote. \\n\\nIn summary, (f) is the most accurate among the options provided as it specifically denotes the location where a zygote is formed: inside an archegonium within a female reproductive tract of certain plants. It is specific, biological, and anatomically correct within the context of plant reproduction.\", \"final_answer\": \"f\"}"}], "18": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What can cause harm to the eyes?\nAnswer Choices: (a) Mildew (b) Normal water (c) Herpes (d) Normal air (e) Coal (f) Mold (g) Acid (h) Contact solution"}, {"role": "assistant", "content": "{\"reasoning\": \"The correct answer is 'g) Acid' because it can cause chemical burns, tissue damage, and other serious injuries to the eyes when it comes into contact with the eyes. \\n\\nLet's go through the incorrect answers and explain why they're not correct:\\n\\n(a) Mildew: Mildew is a type of fungus that thrives in damp environments. While it can cause allergic reactions in some people, it does not directly harm the eyes.\\n\\n(b) Normal water: Normal water is essential for life and does not pose harm to eyes. In fact, it's crucial for maintaining eye health by keeping them clean and moist.\\n\\n(c) Herpes: While it can affect the skin around the eyes and cause conditions like Herpes Simplex Virus keratitis, it isn't inherently harmful to the eyes in a direct manner like acid. The harm comes from complications or secondary bacterial infections when the virus affects the eyes.\\n\\n(d) Normal air: Air, as long as it's breathable and free from contaminants, does not pose any risk to the eyes. It's actually necessary for the eyes to function properly.\\n\\n(e) Coal: Coal, a composite of organic materials, doesn't directly harm the eyes. However, exposure to coal dust can lead to respiratory issues, which indirectly affect eye health.\\n\\n(f) Mold: Similar to mildew, mold can cause allergies and respiratory problems but doesn't directly harm the eyes. It's the airborne spores and reactive compounds that can be problematic.\\n\\n(h) Contact solution: Typically, a contact solution is designed to be safe for use with contact lenses and doesn't harm the eyes if used correctly. Any potential harm would be a result of improper use or contamination.\\n\\nIn summary, while all the options can potentially cause indirect harm under specific circumstances, 'g) Acid' directly and acutely harms the eyes, making it the correct answer to the question.\", \"final_answer\": \"g\"}"}], "19": [{"role": "system", "content": "Answer the Question and include your reasoning and the final answer in a json like: {\"reasoning\": <reasoning about the answer>, \"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What forms into peat through extreme heat and pressure over time?\nAnswer Choices: (a) Bamboo (b) Desiccation (c) Burrs (d) Elms (e) Moss (f) Coal (g) Candy (h) Meat"}, {"role": "assistant", "content": "{\"reasoning\": \"1. Reading the question and options: We are asked what forms into peat through extreme heat and pressure over time.\\n\\n2. Identifying the differences between the options: \\n   - Bamboo, Desiccation, Burrs, Elms, Coal, Candy, and Meat are all different organic matter, but not all of them form peat under the mentioned conditions.\\n\\n3. Determining which options are not logical:\\n   - (a) Bamboo: While bamboo is a plant, it typically grows in relatively mild conditions and does not transform into peat under extreme heat and pressure.\\n   - (b) Desiccation: This refers to the process of drying out and is not a direct contributor to the formation of peat. It doesn't involve the necessary heat and pressure.\\n   - (c) Burrs: Burrs are small seed balls attached to plants, primarily used by plants for dispersal. They don't form peat.\\n   - (d) Elms: These are trees commonly found in temperate regions. They can decompose over time but do not form peat under normal or extreme heat and pressure.\\n   - (e) Moss: This is the correct answer. Moss is a type of non-vascular land plant that grows in damp environments. Over long periods, under conditions of high pressure and slowly decomposing in water-rich environments, moss contributes to the formation of peat.\\n   - (f) Coal: Coal forms from the remains of plants under intense heat and pressure deep within the Earth's crust, but it doesn't form peat. Peat and coal are distinct geological formations.\\n   - (g) Candy: This is not organic matter that can transform into peat. It's a processed food product.\\n   - (h) Meat: Meat does not form peat. It decomposes in a different manner and doesn't contribute directly to peat formation.\\n\\n4. Providing explanations for incorrect answers:\\n   - Bamboo, Burrs, Elms, Candy, and Meat \\u2013 These options are either not plants or forms of organic matter that don't undergo the specific conditions (extreme heat and pressure) required to form peat.\\n   - Desiccation \\u2013 This process is the removal of moisture from a substance, which doesn't align with the conditions required to form peat (high water content).\\n   - Coal \\u2013 While similar to peat in that it's formed from plant debris, it's formed under significantly different conditions deep within the Earth, not through surface processes involving moss.\\n\\nTherefore, the correct answer is (e) Moss because it is the only option among the choices that, when subjected to conditions of extreme heat and pressure over time, can contribute to the formation of peat.\", \"final_answer\": \"e\"}"}]}, "conversation_FAR_gpt3_5": {"0": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What is satellite technology used for predicting?\nAnswer Choices: (a) Seconds and minutes (b) The strength and magnitude of an earthquake (c) What it's like outside each day (d) 70-75 degrees fahrenheit (e) Rapid changes occur (f) Dead-ends and false starts. (g) Snow, ice, and rock (h) Around 5 to 27 degrees celsius"}, {"role": "assistant", "content": "{\"final_answer\": \"c\", \"reasoning\": \"a) Seconds and minutes: This option is incorrect because satellite technology is not used for predicting time intervals. Satellite technology is used for various purposes such as communication, navigation, and weather forecasting, but it is not used for predicting time intervals.\\n\\nb) The strength and magnitude of an earthquake: This option is incorrect because satellite technology is not used for predicting earthquakes. Earthquake prediction is a complex process that involves seismology and other scientific methods, but satellite technology is not one of them.\\n\\nd) 70-75 degrees Fahrenheit: This option is incorrect because satellite technology is not used for predicting specific temperature ranges. While satellite technology can provide temperature data, it is not used for predicting specific temperature ranges.\\n\\ne) Rapid changes occur: This option is too vague and does not provide enough information to determine whether it is correct or not. Satellite technology can be used to monitor changes in various environmental factors, but it is not used specifically for predicting rapid changes.\\n\\nf) Dead-ends and false starts: This option is incorrect because it is not related to satellite technology or any type of prediction.\\n\\ng) Snow, ice, and rock: This option is incorrect because it is too specific and does not cover the broad range of predictions that satellite technology can be used for. While satellite technology can be used to monitor snow, ice, and rock formations, it is not used exclusively for this purpose.\\n\\nh) Around 5 to 27 degrees Celsius: This option is incorrect because it is too specific and does not cover the broad range of temperature predictions that satellite technology can be used for. While satellite technology can provide temperature data, it is not used exclusively for predicting temperatures within a specific range.\\n\\nTherefore, the correct answer is c) what it's like outside each day, as satellite technology is commonly used for weather forecasting and predicting daily weather conditions.\"}"}], "1": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What does irradiating food do?\nAnswer Choices: (a) Relieve pain (b) Enhance food's nutrients (c) Improves food safety (d) Allows growth of bacteria (e) Increases food waste (f) Chemical changes (g) Get chemical reactions started (h) Major threat to health"}, {"role": "assistant", "content": "{\"final_answer\": \"c\", \"reasoning\": \"(a) Relieve pain: This option is not correct because irradiating food has nothing to do with relieving pain. Irradiation is a process of exposing food to ionizing radiation to kill bacteria, viruses, and other pathogens that may be present in the food. It is not a pain reliever.\\n\\n(b) Enhance food's nutrients: This option is not correct because irradiating food does not enhance the food's nutrients. In fact, some studies have shown that irradiation can cause a slight loss of certain vitamins in food. However, the loss is not significant enough to affect the overall nutritional value of the food.\\n\\n(d) Allows growth of bacteria: This option is not correct because irradiating food actually kills bacteria and other pathogens that may be present in the food. It does not allow the growth of bacteria.\\n\\n(e) Increases food waste: This option is not correct because irradiating food can actually help reduce food waste. By killing bacteria and other pathogens, irradiation can extend the shelf life of food, which means less food is wasted.\\n\\n(f) Chemical changes: This option is not correct because irradiating food can cause some chemical changes in the food, but these changes are not harmful to human health. In fact, the World Health Organization, the U.S. Food and Drug Administration, and other organizations have determined that irradiated food is safe to eat.\\n\\n(g) Get chemical reactions started: This option is not correct because irradiating food does not get chemical reactions started. It is a process of exposing food to ionizing radiation to kill bacteria, viruses, and other pathogens that may be present in the food.\\n\\n(h) Major threat to health: This option is not correct because irradiated food is not a major threat to health. As mentioned earlier, the World Health Organization, the U.S. Food and Drug Administration, and other organizations have determined that irradiated food is safe to eat. In fact, irradiation can help reduce the risk of foodborne illness by killing bacteria and other pathogens that may be present in the food.\"}"}], "2": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What protects a mammal's skin?\nAnswer Choices: (a) Fiber follicles (b) Exfoliation (c) Resistance (d) Layers of fat (e) Evaporation (f) A cuticle (g) Sensory neurons (h) Fur and fat"}, {"role": "assistant", "content": "{\"final_answer\": \"a\", \"reasoning\": \"b) Exfoliation: Exfoliation is the process of shedding dead skin cells from the surface of the skin. While this is an important process for maintaining healthy skin, it does not protect the skin.\\n\\nc) Resistance: Resistance is a vague term and does not provide any specific information about what protects the skin.\\n\\nd) Layers of fat: While layers of fat can provide insulation and cushioning for the skin, they do not directly protect the skin.\\n\\ne) Evaporation: Evaporation is a process by which a liquid turns into a gas. It does not protect the skin.\\n\\nf) A cuticle: A cuticle is a protective layer that covers the surface of some organisms, such as plants and insects. However, mammals do not have a cuticle.\\n\\ng) Sensory neurons: Sensory neurons are nerve cells that transmit sensory information from the body to the brain. While they play an important role in the nervous system, they do not protect the skin.\\n\\nh) Fur and fat: This is a correct answer. Fur and fat provide insulation and protection for the skin. However, the question specifically asks what protects the skin, and fiber follicles are the structures within the skin that provide the most direct protection.\"}"}], "3": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What do earthworms do when a segment breaks off?\nAnswer Choices: (a) Dies (b) Regrows it (c) Reproduces (d) Sediment (e) Root growth (f) Migrate (g) Stops growing (h) Roots"}, {"role": "assistant", "content": "{\"final_answer\": \"b\", \"reasoning\": \"a) Dies: This option is not correct because earthworms do not die when a segment breaks off. While it may be a traumatic experience for the earthworm, they are able to regenerate the lost segment.\\n\\nc) Reproduces: This option is not correct because earthworms do not reproduce when a segment breaks off. Reproduction in earthworms involves the exchange of sperm between two individuals, and does not involve the loss of segments.\\n\\nd) Sediment: This option is not correct because it is not related to the question. Sediment refers to the material that settles at the bottom of a body of water or other liquid.\\n\\ne) Root growth: This option is not correct because it is not related to the question. Root growth refers to the growth of roots in plants, and has nothing to do with earthworms.\\n\\nf) Migrate: This option is not correct because it is not related to the question. Migration refers to the movement of animals from one place to another, and has nothing to do with earthworms regenerating lost segments.\\n\\ng) Stops growing: This option is not correct because earthworms do not stop growing when a segment breaks off. While the lost segment may take some time to regenerate, the earthworm will continue to grow and move.\\n\\nh) Roots: This option is not correct because it is not related to the question. Roots refer to the part of a plant that typically lies below the surface of the soil, and has nothing to do with earthworms regenerating lost segments.\"}"}], "4": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Lightning can be bad for what?\nAnswer Choices: (a) The environment (b) Rainstorms (c) Destruction (d) Visibility (e) Thunder (f) The sun (g) The weather. (h) Transportation"}, {"role": "assistant", "content": "{\"final_answer\": \"a\", \"reasoning\": \"b) Rainstorms: Lightning is actually a natural phenomenon that occurs during rainstorms. It is not bad for rainstorms, but rather a part of the storm.\\n\\nc) Destruction: While lightning can cause destruction, the question is asking what lightning can be bad for, not what it can cause.\\n\\nd) Visibility: Lightning can actually improve visibility during a storm by illuminating the surroundings. It is not bad for visibility.\\n\\ne) Thunder: Thunder is actually caused by lightning, so it is not bad for thunder.\\n\\nf) The sun: Lightning is not related to the sun, so it is not bad for the sun.\\n\\ng) The weather: Lightning is a part of the weather, so it is not bad for the weather.\\n\\nh) Transportation: Lightning can be dangerous for transportation, but the question is asking what lightning can be bad for in general, not specifically for transportation.\\n\\nTherefore, the only logical answer is a) the environment. Lightning can start wildfires, damage trees and other vegetation, and cause soil erosion, which can all have negative impacts on the environment.\"}"}], "5": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Evidence of past life can show that what used to live in a place?\nAnswer Choices: (a) Souls (b) Animals with backbones (c) Organisms (d) Plant or animal (e) Males and females (f) Deforestation (g) Reincarnation (h) Important habitats"}, {"role": "assistant", "content": "{\"final_answer\": \"d\", \"reasoning\": \"a) Souls: This option is not logical because souls are not physical entities that can leave evidence of their presence in a place. Souls are believed to be spiritual entities that are not bound by physical laws.\\n\\nb) Animals with backbones: This option is not completely correct because not all animals have backbones. Invertebrates, such as insects and mollusks, do not have backbones. Therefore, evidence of past life cannot be used to determine if animals with backbones lived in a place.\\n\\nc) Organisms: This option is too broad and does not provide enough information. Evidence of past life can show that any type of organism once lived in a place, including bacteria, fungi, and protists.\\n\\nd) Plant or animal: This is the correct answer because evidence of past life can show that a plant or animal once lived in a place. Fossils, for example, provide evidence of past life and can be used to determine what types of plants and animals lived in a particular area.\\n\\ne) Males and females: This option is not logical because evidence of past life cannot be used to determine the sex of the organisms that once lived in a place. Fossils do not typically preserve sexual characteristics.\\n\\nf) Deforestation: This option is not logical because deforestation is a human activity that does not provide any information about past life in a place.\\n\\ng) Reincarnation: This option is not logical because reincarnation is a religious or philosophical concept that does not provide any scientific evidence about past life in a place.\\n\\nh) Important habitats: This option is not logical because evidence of past life does not necessarily provide information about important habitats. While certain areas may have been important habitats in the past, evidence of past life can also be found in areas that were not important habitats.\"}"}], "6": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: How traits are passed down, or inherited, is found in information in an organism's what?\nAnswer Choices: (a) Species (b) Messengers (c) Hair follicles (d) Cycles (e) Skin cells (f) Endocrine system (g) Chromosomes (h) Proteins"}, {"role": "assistant", "content": "{\"final_answer\": \"g\", \"reasoning\": \"(a) Species: This option is incorrect because species refer to a group of organisms that share similar characteristics and can interbreed to produce fertile offspring. It does not provide information on how traits are passed down.\\n\\n(b) Messengers: This option is incorrect because messengers refer to molecules such as hormones and neurotransmitters that transmit signals between cells. While they play a role in various biological processes, they do not provide information on how traits are passed down.\\n\\n(c) Hair follicles: This option is incorrect because hair follicles are structures in the skin that produce hair. They do not provide information on how traits are passed down.\\n\\n(d) Cycles: This option is incorrect because cycles refer to recurring events or processes such as the menstrual cycle or the water cycle. They do not provide information on how traits are passed down.\\n\\n(e) Skin cells: This option is incorrect because skin cells are cells that make up the outer layer of the skin. They do not provide information on how traits are passed down.\\n\\n(f) Endocrine system: This option is incorrect because the endocrine system is a system of glands that produce and secrete hormones. While hormones play a role in various biological processes, they do not provide information on how traits are passed down.\\n\\n(g) Chromosomes: This is the correct answer. Chromosomes are structures in the nucleus of a cell that contain genetic information in the form of DNA. Traits are passed down from one generation to the next through the information contained in an organism's chromosomes.\\n\\n(h) Proteins: This option is incorrect because proteins are molecules made up of amino acids that perform various functions in the body. While they play a role in various biological processes, they do not provide information on how traits are passed down.\"}"}], "7": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What are the major producers in temperature and precipitation?\nAnswer Choices: (a) Grass (b) Animals (c) Apples (d) Potatoes (e) Trees (f) Plants (g) Fungi (h) Fields"}, {"role": "assistant", "content": "{\"final_answer\": \"f\", \"reasoning\": \"(a) Grass: While grass is a type of plant, it is not the only type of plant. Additionally, the question specifically asks about 'major producers in temperature and precipitation,' and grass is not necessarily a major producer in these areas.\\n\\n(b) Animals: Animals are not producers, they are consumers. They do not produce energy from sunlight, water, and carbon dioxide like plants do.\\n\\n(c) Apples: Apples are a type of fruit that grow on trees, but they are not producers in and of themselves. The trees that produce apples are the producers.\\n\\n(d) Potatoes: Potatoes are a type of vegetable that grow underground, but they are not producers in and of themselves. The plants that produce potatoes are the producers.\\n\\n(e) Trees: Trees are a type of plant and are indeed major producers in temperature and precipitation. They absorb carbon dioxide and release oxygen, and they also help regulate the temperature and moisture levels in their environment.\\n\\n(g) Fungi: Fungi are not producers, they are decomposers. They break down dead organic matter and recycle nutrients back into the ecosystem.\\n\\n(h) Fields: Fields are not living organisms and therefore cannot be producers. They are simply areas of land used for growing crops or raising livestock.\\n\\nIn summary, the correct answer is (f) plants, specifically those that use photosynthesis to produce energy from sunlight, water, and carbon dioxide.\"}"}], "8": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What does being buried under soil and mud change vegetation into?\nAnswer Choices: (a) Scarce resources (b) Harmful substances (c) Scars (d) Fossil fuels (e) Sediment (f) Something to move (g) Magic (h) Picnics"}, {"role": "assistant", "content": "{\"final_answer\": \"d\", \"reasoning\": \"(a) Scarce resources: This option is incorrect because being buried under soil and mud does not turn vegetation into scarce resources. Scarce resources are resources that are limited in availability, and vegetation buried under soil and mud does not become a limited resource.\\n\\n(b) Harmful substances: This option is incorrect because being buried under soil and mud does not turn vegetation into harmful substances. Harmful substances are substances that can cause harm or damage, and vegetation buried under soil and mud does not become harmful.\\n\\n(c) Scars: This option is incorrect because being buried under soil and mud does not turn vegetation into scars. Scars are marks left on the skin or other tissue after a wound has healed, and vegetation buried under soil and mud does not become a wound.\\n\\n(e) Sediment: This option is incorrect because being buried under soil and mud does not turn vegetation into sediment. Sediment is a naturally occurring material that is broken down by weathering and erosion, and vegetation buried under soil and mud does not become sediment.\\n\\n(f) Something to move: This option is incorrect because being buried under soil and mud does not turn vegetation into something to move. This option is not logical based on the difference between the options.\\n\\n(g) Magic: This option is incorrect because being buried under soil and mud does not turn vegetation into magic. Magic is a supernatural force that is not based on science or reason, and vegetation buried under soil and mud does not become supernatural.\\n\\n(h) Picnics: This option is incorrect because being buried under soil and mud does not turn vegetation into picnics. Picnics are outdoor meals or social gatherings, and vegetation buried under soil and mud does not become a social gathering.\"}"}], "9": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: When will animals move to another area?\nAnswer Choices: (a) To keep their body heat. (b) Reusing materials (c) If they can no longer get food (d) If they are bored (e) Marshes and swamps (f) If they have too much money (g) Warm air moving into cold air (h) If they have too much food"}, {"role": "assistant", "content": "{\"final_answer\": \"c\", \"reasoning\": \"a) Animals do not move to another area to keep their body heat. Animals have different ways of regulating their body temperature, such as sweating, panting, or hibernation. However, if the environment becomes too extreme, animals may move to a more suitable area.\\n\\nb) Animals do not move to another area to reuse materials. This option is not related to the question and does not make sense in the context of animal movement.\\n\\nd) Animals do not move to another area if they are bored. Boredom is a human emotion and animals do not have the same capacity for boredom as humans do. Animals move for survival reasons such as finding food, water, or shelter.\\n\\ne) Marshes and swamps are not a reason for animal movement. Marshes and swamps are types of habitats where animals may live, but they do not cause animals to move to another area.\\n\\nf) Animals do not move to another area if they have too much money. This option is not related to the question and does not make sense in the context of animal movement.\\n\\ng) Warm air moving into cold air is a weather phenomenon and does not cause animals to move to another area.\\n\\nh) Animals do not move to another area if they have too much food. Animals may store food for later use, but they do not move to another area if they have too much food.\\n\\nTherefore, the correct answer is c) if animals can no longer get food they will move to another area. This is because animals need food to survive, and if they cannot find food in their current location, they will move to another area where food is available.\"}"}], "10": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: A firecracker converts chemical energy into what?\nAnswer Choices: (a) Kinetic energy (b) Loud noises (c) Vibrating waves (d) An object is seen (e) Electromagnetic energy (f) Deoxyribonucleic acid (g) Hydrogen and oxygen (h) Harmful substances"}, {"role": "assistant", "content": "{\"final_answer\": \"c\", \"reasoning\": \"a) Kinetic energy: Kinetic energy is the energy of motion. While a firecracker does produce some motion, it is not the primary form of energy that it converts chemical energy into. Therefore, this option is incorrect.\\n\\nb) Loud noises: While a firecracker does produce loud noises, it is not the primary form of energy that it converts chemical energy into. The loud noises are a result of the vibrating waves produced by the firecracker. Therefore, this option is incorrect.\\n\\nd) An object is seen: A firecracker does not convert chemical energy into the ability to see an object. This option is not logical based on the differences between the options. Therefore, this option is incorrect.\\n\\ne) Electromagnetic energy: Electromagnetic energy is a form of energy that includes radio waves, microwaves, infrared radiation, visible light, ultraviolet radiation, X-rays, and gamma rays. A firecracker does not convert chemical energy into electromagnetic energy. Therefore, this option is incorrect.\\n\\nf) Deoxyribonucleic acid: Deoxyribonucleic acid (DNA) is a molecule that carries genetic instructions for the development, functioning, growth, and reproduction of all living things. A firecracker does not convert chemical energy into DNA. Therefore, this option is incorrect.\\n\\ng) Hydrogen and oxygen: Hydrogen and oxygen are elements that can combine to form water. A firecracker does not convert chemical energy into hydrogen and oxygen. Therefore, this option is incorrect.\\n\\nh) Harmful substances: A firecracker does produce harmful substances such as smoke and chemicals, but it is not the primary form of energy that it converts chemical energy into. Therefore, this option is incorrect.\\n\\nc) Vibrating waves: A firecracker converts chemical energy into vibrating waves. When the chemicals inside a firecracker react, they produce a rapid release of energy in the form of heat and gas. This energy causes the firecracker to explode, producing vibrating waves that we hear as loud noises. Therefore, this option is correct.\"}"}], "11": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What is the result of the interaction of several genes?\nAnswer Choices: (a) Major effects (b) Respiration (c) Rolex (d) Density (e) Diphtheria (f) Canis lupus (g) Skin color (h) Digestion"}, {"role": "assistant", "content": "{\"final_answer\": \"g\", \"reasoning\": \"a) Major effects: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. 'Major effects' could refer to a variety of things, but it is not specific enough to be a correct answer to this question.\\n\\nb) Respiration: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Respiration is a biological process that involves the exchange of gases, but it is not related to the topic of genetics.\\n\\nc) Rolex: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Rolex is a brand of luxury watches and has nothing to do with genetics.\\n\\nd) Density: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Density is a physical property that describes the amount of mass in a given volume, but it is not related to the topic of genetics.\\n\\ne) Diphtheria: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Diphtheria is a bacterial infection that can cause severe respiratory problems, but it is not related to the topic of genetics.\\n\\nf) Canis lupus: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Canis lupus is the scientific name for the gray wolf, but it is not related to the topic of genetics.\\n\\ng) Skin color: This is the correct answer because skin color is a trait that is determined by the interaction of several genes. The genes that control skin color produce different amounts of melanin, which is a pigment that gives skin its color. The interaction of these genes can result in a wide range of skin colors, from very light to very dark.\\n\\nh) Digestion: This option is not logical because it does not relate to the topic of genetics or the interaction of several genes. Digestion is a biological process that involves the breakdown of food into smaller molecules, but it is not related to the topic of genetics.\"}"}], "12": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What can feed at more than one trophic level?\nAnswer Choices: (a) Sheep (b) Salmon (c) Grasses (d) Bats (e) Animals (f) Shrubs (g) Humans (h) Trees"}, {"role": "assistant", "content": "{\"final_answer\": \"a\", \"reasoning\": \"b) Salmon: Salmon are a type of fish that are strictly carnivorous and feed on other organisms such as smaller fish, crustaceans, and insects. They do not feed at more than one trophic level.\\n\\nc) Grasses: Grasses are primary producers and are at the base of the food chain. They are not capable of feeding at more than one trophic level.\\n\\nd) Bats: Bats are insectivores or frugivores and feed on insects or fruits respectively. They do not feed at more than one trophic level.\\n\\ne) Animals: This option is too broad and does not provide any specific information. It is incorrect because not all animals can feed at more than one trophic level.\\n\\nf) Shrubs: Shrubs are also primary producers and are not capable of feeding at more than one trophic level.\\n\\ng) Humans: Humans are omnivores and can consume both plants and animals. However, they do not feed at more than one trophic level as they consume either plants or animals at a time.\\n\\nh) Trees: Trees are also primary producers and are not capable of feeding at more than one trophic level.\\n\\nTherefore, the correct answer is a) sheep, as they are herbivores and can consume plants at one trophic level and then be consumed by a predator at a higher trophic level.\"}"}], "13": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Who can shiver?\nAnswer Choices: (a) Bats (b) Sidewalks (c) Humans (d) Bees (e) Koalas (f) Mountains (g) Trees (h) People"}, {"role": "assistant", "content": "{\"final_answer\": \"d\", \"reasoning\": \"Let's go through each option and explain why it is incorrect:\\n\\na) Bats: While bats are capable of shivering, they are not the only animals that can shiver. Therefore, this option is not the correct answer.\\n\\nb) Sidewalks: Sidewalks are not living organisms and therefore cannot shiver. This option is not the correct answer.\\n\\nc) Humans: Humans are capable of shivering, but they are not the only animals that can shiver. Therefore, this option is not the correct answer.\\n\\ne) Koalas: Koalas are capable of shivering, but they are not the only animals that can shiver. Therefore, this option is not the correct answer.\\n\\nf) Mountains: Mountains are not living organisms and therefore cannot shiver. This option is not the correct answer.\\n\\ng) Trees: Trees are not capable of shivering as they do not have muscles. This option is not the correct answer.\\n\\nh) People: This option is the same as option c. Humans are capable of shivering, but they are not the only animals that can shiver. Therefore, this option is not the correct answer.\\n\\nd) Honey bees: Honey bees are capable of shivering to generate heat and maintain their body temperature. This option is the correct answer.\\n\\nIn conclusion, the correct answer is d) honey bees can shiver. It is important to read the question and options carefully and eliminate the options that are not logical based on the difference between them.\"}"}], "14": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Kittens that are practicing hunting is an example of what?\nAnswer Choices: (a) Learning behavior (b) Competing for resources (c) Warm-blooded (d) Competition (e) Bad behavior (f) Learning nothing (g) Extinguishing behavior (h) Energy of moving objects"}, {"role": "assistant", "content": "{\"final_answer\": \"a\", \"reasoning\": \"b) Competing for resources: This option is incorrect because it does not relate to the behavior of kittens practicing hunting. Competing for resources refers to animals competing for limited resources such as food, water, or shelter. Hunting behavior is not related to resource competition.\\n\\nc) Warm-blooded: This option is incorrect because it is not related to the behavior of kittens practicing hunting. Warm-blooded refers to animals that can regulate their body temperature internally, but it does not relate to their behavior.\\n\\nd) Competition: This option is incorrect because it is too broad and does not specifically relate to the behavior of kittens practicing hunting. Competition can refer to many different types of interactions between animals, but it does not specifically relate to hunting behavior.\\n\\ne) Bad behavior: This option is incorrect because it is subjective and does not provide a clear explanation of the behavior of kittens practicing hunting. Hunting behavior is a natural behavior for cats and is not considered bad behavior.\\n\\nf) Learning nothing: This option is incorrect because it is not accurate. Kittens that are practicing hunting are actually learning important skills that they will need to survive as adult cats. Hunting behavior is a learned behavior that requires practice and refinement.\\n\\ng) Extinguishing behavior: This option is incorrect because it does not relate to the behavior of kittens practicing hunting. Extinguishing behavior refers to the process of eliminating a behavior through punishment or negative reinforcement, but it does not relate to learning behavior.\\n\\nh) Energy of moving objects: This option is incorrect because it does not relate to the behavior of kittens practicing hunting. The energy of moving objects refers to the physics of motion and does not relate to animal behavior.\\n\\nTherefore, the correct answer is a) learning behavior, as kittens that are practicing hunting are learning important skills that they will need to survive as adult cats.\"}"}], "15": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Dead organisms can create energy after what?\nAnswer Choices: (a) Burning (b) Winter (c) Mutations (d) Cooking (e) Cycles (f) Summer (g) Freezing (h) Gunshots"}, {"role": "assistant", "content": "{\"final_answer\": \"a\", \"reasoning\": \"b) Winter: Winter is a season and has nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\nc) Mutations: Mutations are changes in the genetic material of an organism and have nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\nd) Cooking: Cooking is a process of preparing food by heating it, and it has nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\ne) Cycles: Cycles can refer to many things, but none of them are related to creating energy from dead organisms. Therefore, this option is incorrect.\\n\\nf) Summer: Summer is a season and has nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\ng) Freezing: Freezing is a process of lowering the temperature of something to below its freezing point, and it has nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\nh) Gunshots: Gunshots are a sudden loud noise caused by a bullet or other projectile and have nothing to do with creating energy from dead organisms. Therefore, this option is incorrect.\\n\\nTherefore, the correct answer is a) burning. Burning dead organisms can create energy through the process of combustion, which releases energy in the form of heat and light. This energy can be harnessed to generate electricity or power engines.\"}"}], "16": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Turning on what will emit electromagnetic radiation?\nAnswer Choices: (a) Vehicles (b) Satellites (c) Light bulb (d) Buses (e) Firecrackers (f) Sensory neurons (g) An object (h) Engines"}, {"role": "assistant", "content": "{\"final_answer\": \"c\", \"reasoning\": \"a) Vehicles: Turning on a vehicle does not emit electromagnetic radiation. Vehicles emit various types of radiation, such as thermal radiation and sound waves, but not electromagnetic radiation.\\n\\nb) Satellites: Satellites can emit electromagnetic radiation, but not simply by turning them on. Satellites are designed to receive and transmit electromagnetic radiation, such as radio waves, but they do not emit radiation just by being turned on.\\n\\nd) Buses: Similar to vehicles, turning on a bus does not emit electromagnetic radiation. Buses emit various types of radiation, such as thermal radiation and sound waves, but not electromagnetic radiation.\\n\\ne) Firecrackers: Firecrackers do not emit electromagnetic radiation when they are turned on. They emit light and sound, but not electromagnetic radiation.\\n\\nf) Sensory neurons: Sensory neurons are part of the nervous system and do not emit electromagnetic radiation.\\n\\ng) An object: An object does not emit electromagnetic radiation just by being turned on. However, some objects can emit radiation if they are heated or energized, such as a light bulb.\\n\\nh) Engines: Engines do not emit electromagnetic radiation when they are turned on. They emit various types of radiation, such as thermal radiation and sound waves, but not electromagnetic radiation.\\n\\nTherefore, the correct answer is c) light bulb, as turning on a light bulb emits electromagnetic radiation in the form of visible light.\"}"}], "17": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Where is a zygote formed by sperm swimming to an egg?\nAnswer Choices: (a) Colder and wetter (b) Ocean water (c) Graptolites (d) Rapid expansion (e) A delta (f) An archegonium (g) Barnacles (h) An organism's body"}, {"role": "assistant", "content": "{\"final_answer\": \"f\", \"reasoning\": \"a) Colder and wetter: This option is not logical because it does not provide any information about where a zygote is formed. It is just a description of a climate condition.\\n\\nb) Ocean water: This option is not logical because it does not provide any information about where a zygote is formed. It is just a description of a type of water.\\n\\nc) Graptolites: This option is not logical because graptolites are extinct marine animals that lived during the Paleozoic era. They have nothing to do with the formation of a zygote.\\n\\nd) Rapid expansion: This option is not logical because it does not provide any information about where a zygote is formed. It is just a description of a process.\\n\\ne) A delta: This option is not logical because a delta is a landform that is formed at the mouth of a river. It has nothing to do with the formation of a zygote.\\n\\ng) Barnacles: This option is not logical because barnacles are marine animals that reproduce through external fertilization. They do not have an archegonium where a zygote is formed.\\n\\nh) An organism's body: This option is not logical because it does not provide any information about where a zygote is formed. It is just a description of a general location.\\n\\nTherefore, the correct answer is f) an archegonium, which is a structure found in some plants and algae where the egg is fertilized by the sperm, forming a zygote.\"}"}], "18": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What can cause harm to the eyes?\nAnswer Choices: (a) Mildew (b) Normal water (c) Herpes (d) Normal air (e) Coal (f) Mold (g) Acid (h) Contact solution"}, {"role": "assistant", "content": "{\"final_answer\": \"g\", \"reasoning\": \"a) Mildew: While mildew can cause respiratory problems, it is not known to cause harm to the eyes directly. Therefore, this option is incorrect.\\n\\nb) Normal water: Normal water is not harmful to the eyes. In fact, it is essential for maintaining eye health. Therefore, this option is incorrect.\\n\\nc) Herpes: Herpes is a viral infection that can cause cold sores or genital sores. While it can cause eye infections, it is not a direct cause of harm to the eyes. Therefore, this option is incorrect.\\n\\nd) Normal air: Normal air is not harmful to the eyes. In fact, it is essential for breathing and maintaining overall health. Therefore, this option is incorrect.\\n\\ne) Coal: Coal dust can cause harm to the eyes if it gets into them. However, coal itself is not a direct cause of harm to the eyes. Therefore, this option is incorrect.\\n\\nf) Mold: Mold can cause respiratory problems, but it is not known to cause harm to the eyes directly. Therefore, this option is incorrect.\\n\\nh) Contact solution: While contact solution can cause irritation or infection if not used properly, it is not a direct cause of harm to the eyes. Therefore, this option is incorrect.\\n\\ng) Acid: Acid can cause severe harm to the eyes, including chemical burns and permanent damage. Therefore, this option is correct.\\n\\nIn conclusion, the correct answer is g) acid, as it is the only option that can cause direct harm to the eyes.\"}"}], "19": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What forms into peat through extreme heat and pressure over time?\nAnswer Choices: (a) Bamboo (b) Desiccation (c) Burrs (d) Elms (e) Moss (f) Coal (g) Candy (h) Meat"}, {"role": "assistant", "content": "{\"final_answer\": \"e\", \"reasoning\": \"a) Bamboo: Bamboo is a type of grass that grows in tropical and subtropical regions. It does not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\nb) Desiccation: Desiccation is the process of removing moisture from something. It does not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\nc) Burrs: Burrs are small, prickly seeds that attach themselves to clothing or animal fur. They do not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\nd) Elms: Elms are deciduous trees that grow in temperate regions. They do not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\nf) Coal: Coal is a fossil fuel that forms from the remains of plants that lived millions of years ago. It forms through a process of heat and pressure, but it is not formed from moss. Therefore, this option is incorrect.\\n\\ng) Candy: Candy is a sweet food made from sugar or chocolate. It does not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\nh) Meat: Meat is the flesh of animals that is used as food. It does not form into peat through extreme heat and pressure over time. Therefore, this option is incorrect.\\n\\ne) Moss: Moss is a small, non-vascular plant that grows in damp environments. It can form into peat through extreme heat and pressure over time. Therefore, this option is correct.\"}"}]}, "conversation_FAR_falcon": {"0": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What is satellite technology used for predicting?\nAnswer Choices: (a) Seconds and minutes (b) The strength and magnitude of an earthquake (c) What it's like outside each day (d) 70-75 degrees fahrenheit (e) Rapid changes occur (f) Dead-ends and false starts. (g) Snow, ice, and rock (h) Around 5 to 27 degrees celsius"}, {"role": "assistant", "content": "{\"final_answer\": \"c\", \"reasoning\": \"- (a) Seconds and minutes: Satellite technology is not used to predict seconds and minutes. This is too specific and not what satellite technology is generally used for. Satellite technology is used for broader time scales, such as days, weeks, months, and years.\\n- (b) The strength and magnitude of an earthquake: While some types of satellite data can be used in conjunction with other information to study seismicity, earthquakes themselves are typically predicted using other methods, like seismographs and geological studies.\\n- (d) 70-75 degrees fahrenheit: This is a specific temperature range, and satellites cannot predict exact temperature ranges like this. While satellites do play a role in weather prediction, which includes temperature, predicting specific ranges within a day isn't a typical application.\\n- (e) Rapid changes occur: While satellites can detect rapid changes in many areas, such as cloud cover, weather fronts, or volcanic activity, the phrase 'rapid changes occur' is too vague. It could apply to various phenomena, so it's not specifically about predictions related to satellite technology alone.\\n- (f) Dead-ends and false starts: These descriptions relate to human behavior and decision-making processes, not predictions associated with satellite technology.\\n- (g) Snow, ice, and rock: This is a very specific combination of weather and geological features. While satellite technology can certainly be used to monitor snow, ice, and rock & soil changes (for landslide detection, for example), it's not specifically about predicting these phenomena in the way the question suggests.\\n- (h) Around 5 to 27 degrees celsius: Similar to (d), this is a specific temperature range, and satellites alone cannot predict specific temperature ranges so precisely.\\n\\nThe correct answer, (c) What it's like outside each day, touches on a broader range of environmental conditions, which satellite technology can provide data on. Satellites track weather patterns, cloud cover, sunlight, and other indicators that give us an idea of the outside conditions almost daily. \\n\\nThis broad, daily overview of environmental conditions is something that satellites can provide, unlike the more narrow and specific predictions mentioned in the other options. Although it's not a technical 'prediction' in the sense of forecasting exact events all the time, it does provide up-to-date and current information about what it's like outside, which can be used to make informed decisions and inform other predictions related to weather and environment.\"}"}], "1": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What does irradiating food do?\nAnswer Choices: (a) Relieve pain (b) Enhance food's nutrients (c) Improves food safety (d) Allows growth of bacteria (e) Increases food waste (f) Chemical changes (g) Get chemical reactions started (h) Major threat to health"}, {"role": "assistant", "content": "{\"final_answer\": \"c\", \"reasoning\": \"(a) Relieve pain: Irradiating food does not have an effect on pain. This option is incorrect because food irradiation is a process focused on ensuring food safety by reducing harmful bacteria, not on alleviating pain.\\n\\n(b) Enhance food's nutrients: While some studies suggest irradiation could slightly enhance nutrient levels, it is not the primary benefit of food irradiation. This option is incorrect because the main purpose is to ensure food safety, not necessarily to enhance nutrients.\\n\\n(c) Improves food safety: This is the correct answer. Food irradiation is a process where food is exposed to a specific level of ionizing radiation to kill or inactivate pathogens (bacteria, viruses, parasites), reducing the risk of foodborne illnesses. This makes it safer for consumers.\\n\\n(d) Allows growth of bacteria: This is incorrect. Food irradiation is intended to reduce the population of harmful bacteria that can cause foodborne illnesses. It does not allow or promote bacterial growth.\\n\\n(e) Increases food waste: This is incorrect. In fact, irradiation can help reduce food waste by preserving food for longer periods, thereby extending its shelf life.\\n\\n(f) Chemical changes: This may be somewhat correct in terms of general chemistry, but it doesn't fully explain the purpose or the result of food irradiation. The term 'chemical changes' is too broad and doesn't capture the specific effect \\u2014 reducing the population of harmful pathogens.\\n\\n(g) Get chemical reactions started: Similar to (f), while this might occur as a side effect of irradiation (since it causes ionization), it's not what food irradiation is primarily concerned with or why it's done.\\n\\n(h) Major threat to health: This is incorrect. Irradiating food to specific levels is considered safe by numerous international health organizations. This option misrepresents the purpose and safety standards of food irradiation.\\n\\nTo summarize, the primary function of irradiating food is to improve food safety by reducing harmful microorganisms, making the food less likely to cause foodborne illnesses.\"}"}], "2": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What protects a mammal's skin?\nAnswer Choices: (a) Fiber follicles (b) Exfoliation (c) Resistance (d) Layers of fat (e) Evaporation (f) A cuticle (g) Sensory neurons (h) Fur and fat"}, {"role": "assistant", "content": "{\"final_answer\": \"a\", \"reasoning\": \"(a) **Fiber follicles**: This is the correct answer. Mammals have a unique skin structure that includes multiple layers, one of which involves a network of fiber follicles. These are small pockets within the skin that contain hair follicles, sebaceous glands, and sweat glands. The layer of hair (which consists of fibers) and the associated structures work together to protect the mammal's skin from various environmental threats such as microorganisms, physical damage, and excessive heat or cold.\\n\\nNow let's dismiss the incorrect options:\\n\\n(b) **Exfoliation**: Exfoliation refers to the natural process of dead skin cells dying and shedding off. While it contributes to health and skin appearance, it does not directly protect the skin.\\n\\n(c) **Resistance**: This term is too broad and vague to accurately describe what protects a mammal's skin. Mammal skin resistance is a result of its structure, not the term itself.\\n\\n(d) **Layers of fat**: Mammals certainly have layers of fat, especially under the skin (subcutaneous fat). This layer acts as insulation against cold temperatures and as an energy reserve, but it is not what primarily protects skin in the way hair does.\\n\\n(e) **Evaporation**: Evaporation of sweat can cool the body and is a regulatory mechanism for mammals, but it doesn't offer physical protection to the skin.\\n\\n(f) **A cuticle**: The cuticle refers to the outer part of a plant cell wall or, loosely, the outer part of the skin as in human hair which is what protects that hair follicle. This doesn't accurately describe the protective layer of mammal skin.\\n\\n(g) **Sensory neurons**: These are specialized nerve cells that detect and transmit sensory information to the central nervous system. Sensory neurons play a role in perceiving the environment but are not physical barriers that protect the skin.\\n\\n(h) **Fur and fat**: This is a combination of correct and incorrect elements. While fur does provide protection as part of the follicle network, 'fat' alone is not a protective structure in the skin itself. Additionally, specifying fur and fat together mixes two different functionalities (fur for insulation and protection, fat for insulation) rather than one singular mechanism directly addressing skin protection.\\n\\nIn summary, mammals' skin is robustly protected primarily by the network of fiber follicles, which incorporates both the hair structures (fur) and the associated glands (like sebaceous glands) that lubricate the fur. This protects the underlying layers of the skin and permits mammals to thrive in various climates and environments.\"}"}], "3": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What do earthworms do when a segment breaks off?\nAnswer Choices: (a) Dies (b) Regrows it (c) Reproduces (d) Sediment (e) Root growth (f) Migrate (g) Stops growing (h) Roots"}, {"role": "assistant", "content": "{\"final_answer\": \"b\", \"reasoning\": \"1. **Option (a): Dies**\\n   - Earthworms are segmented organisms, with each segment containing both nerve cords and muscle fibers. While it is true that each segment can function semi-independently, the severed segment doesn't simply die. The loss of a segment may affect the worm's mobility and overall health, but it doesn't lead to instantaneous death of the segment itself.\\n\\n2. **Option (c): Reproduces**\\n   - Reproduction in earthworms is a separate biological process that involves the formation of either eggs or worms from hermaphroditic partners. The breaking off of a segment does not initiate this reproductive process.\\n\\n3. **Option (d): Sediment**\\n   - Sediment refers to fine, loose particles of organic and inorganic material found at the bottom of a body of water. There is no factual connection between a segmented earthworm breaking off and the creation of sediment.\\n\\n4. **Option (e): Root growth**\\n   - Root growth is a process in plants, not earthworms. Earthworms do not have roots nor do they perform root growth as part of their biological functions.\\n\\n5. **Option (f): Migrate**\\n   - Migration refers to the regular seasonal movements made by animals in search of food, breeding, or milder climatic conditions. Earthworms can migrate, but the breaking off of a segment (which typically happens due to external pressure) does not initiate a migration process.\\n\\n6. **Option (g): Stops growing**\\n   - Growth in earthworms is indeed biological, but the loss of a segment doesn't cause a cessation of growth. Segments of earthworms are constantly being added and shed depending on the worm's growth and conditions, so the loss of a segment wouldn't typically halt its overall growth.\\n\\n7. **Option (h): Roots**\\n   - As mentioned earlier, roots are a characteristic of plants, not earthworms. Earthworm segments do not turn into roots.\\n\\n**The correct answer is (b) Regrows it.**\\n\\nEarthworms can regenerate lost segments. This regenerative ability is one of the unique characteristics of these segmented worms. When a segment breaks off, typically due to external forces, the severed segment can regenerate, leading to the growth of a new one if the conditions permit.\\n\\nRemember, each incorrect answer is not correct because they either don't address the biological process at hand or don't align with known biological functions and characteristics of earthworms.\"}"}], "4": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Lightning can be bad for what?\nAnswer Choices: (a) The environment (b) Rainstorms (c) Destruction (d) Visibility (e) Thunder (f) The sun (g) The weather. (h) Transportation"}, {"role": "assistant", "content": "{\"final_answer\": \"a\", \"reasoning\": \"(a) The environment: Lightning can release large amounts of energy and heat, which can disrupt natural ecosystems, cause forest fires, and affect air quality, thus harming the environment.\\n\\n(b) Rainstorms: Lightning does not directly harm rainstorms. In fact, it's a part of the natural storm process. Lightning is often a result of severe thunderstorms, not a factor that causes them to be harmful themselves.\\n\\n(c) Destruction: This option is less specific than (a) or (b), but in general terms, it's true. However, 'destruction' is too vague and doesn't explain the harm caused by lightning activity.\\n\\n(d) Visibility: While lightning can temporarily reduce visibility during storms, it does not inherently 'bring' or 'cause' poor visibility. Visibility issues are generally due to rain, fog, or the storm clouds themselves, not the lightning.\\n\\n(e) Thunder: This is not a harm but rather another phenomenon created alongside lightning; they are both manifestations of electrical discharges in thunderstorms.\\n\\n(f) The sun: Lightning has no effect on the sun, as they are distant from each other and operate independently of each other.\\n\\n(g) The weather: While lightning is a part of severe weather, it does not cause weather changes inherently. Weather is a complex system influenced by many factors, and lightning is only one of many indicators of severe weather.\\n\\n(h) Transportation: This is another potential effect, but it is indirect. Lightning strikes can cause damage to infrastructure like power lines, roads, railroads, etc., indirectly affecting transportation systems. However, this statement isn't as direct or clear as it could be.\\n\\nAfter going through each answer choice, it's clear that (a) 'The environment' is the most direct and comprehensive answer to why lightning can be bad without falling into broad or indirect explanations.\"}"}], "5": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Evidence of past life can show that what used to live in a place?\nAnswer Choices: (a) Souls (b) Animals with backbones (c) Organisms (d) Plant or animal (e) Males and females (f) Deforestation (g) Reincarnation (h) Important habitats"}, {"role": "assistant", "content": "{\"final_answer\": \"d\", \"reasoning\": \"(a) Souls: Evidence of past life in biology typically refers to physical or molecular remains, not abstract concepts like souls. Biology deals with physical, tangible aspects of life forms.\\n\\n(b) Animals with backbones: This option is too specific. While evidence could indicate the presence of animals with backbones, it doesn't account for other forms of life that might be present in the fossil record.\\n\\n(c) Organisms: This is a step towards the correct answer, but it's not the most specific. Fossils or chemical markers can indeed show where various organisms once lived, but not all past life is represented by direct fossil evidence.\\n\\n(f) Deforestation: This refers to a current environmental process, not past life. It indicates changes in ecosystems within the recent past but doesn't specifically address which life forms existed there in the past.\\n\\n(g) Reincarnation: Like 'souls,' this is a spiritual or metaphysical concept, not grounded in biological evidence. Biology concerns itself with observable and scientifically testable phenomena.\\n\\n(h) Important habitats: This is too vague. While it could be tied to the types of organisms that used to live in a place, the phrase could imply a variety of unrelated contexts, and doesn't directly state what types of life existed.\\n\\nTherefore, the most accurate and comprehensive answer is (d) Plant or animal. Evidence in the form of fossils, trace fossils, and imprints can indicate the presence of various life forms, including both plants and animals, in a particular place where they once lived. This covers a broad range of past life in a scientifically grounded manner, acknowledging contributions from both plant and animal kingdoms.\"}"}], "6": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: How traits are passed down, or inherited, is found in information in an organism's what?\nAnswer Choices: (a) Species (b) Messengers (c) Hair follicles (d) Cycles (e) Skin cells (f) Endocrine system (g) Chromosomes (h) Proteins"}, {"role": "assistant", "content": "{\"final_answer\": \"g\", \"reasoning\": \"The correct answer is (g) Chromosomes.\\n\\nLet's examine why the other options are incorrect:\\n\\n(a) Species: Species is a classification system used by biologists to group together similar organisms. While species are related in terms of their genetics, they do not contain the specific information about an individual's inherited traits.\\n\\n(b) Messengers: This option could refer to signals or communication systems within an organism, but it does not typically relate to the genetic information responsible for inherited traits. \\n\\n(c) Hair follicles: Hair follicles are structures in the skin that produce hair. They don't contain genetic information about traits; rather, they're a result of genetic instructions that are already encoded in the chromosomes.\\n\\n(d) Cycles: Biological cycles, such as circadian rhythms, are regular patterns of behavior or physiological change. They are regulated by internal and external stimuli, but they don't store genetic information.\\n\\n(e) Skin cells: Skin cells are somatic cells that constitute the outer layer of the skin. They contain genetic material, but they do not hold the specific instructions for how traits will be expressed - that information is found in the DNA, notably within chromosomes.\\n\\n(f) Endocrine system: The endocrine system is a group of glands that secrete hormones, which regulate various functions in the body. It controls many aspects of our body functions but doesn't store genetic information.\\n\\n(h) Proteins: Proteins are essential molecules that play many roles in the body, including acting as enzymes, structural components, and signaling molecules. They're created based on instructions from the DNA but do not contain the genetic information itself.\\n\\nIn summary, chromosomes are the structures within the cell nucleus that carry the genetic material (DNA), which includes the information about an organism's traits. The other options are incorrect because they refer to entities, processes, or mechanisms that do not store or directly contain the genetic information that determines inherited traits.\"}"}], "7": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What are the major producers in temperature and precipitation?\nAnswer Choices: (a) Grass (b) Animals (c) Apples (d) Potatoes (e) Trees (f) Plants (g) Fungi (h) Fields"}, {"role": "assistant", "content": "{\"final_answer\": \"f\", \"reasoning\": \"1. **Grass (a)** - While grass is indeed a producer, or autotrophic organism, in the biological sense, it isn't typically emphasized as a major producer in the context of the question because it is more common and less varied than other plant forms.\\n\\n2. **Animals (b)** - Animals are consumers (heterotrophs) that cannot produce their own food, so they are not producers.\\n\\n3. **Apples (c)** - Like grass, apples are a type of plant product, but they are derived from producers (trees bearing apples), not producers themselves.\\n\\n4. **Potatoes (d)** - Potatoes are an agricultural crop, and like apples, they are derived from plants. They're not producers, but the producers are the potato plants.\\n\\n5. **Fields (h)** - A field refers to an agricultural area where crops are grown. It's not a producer itself, but can contain producers such as grains, vegetables, or other crops.\\n\\n6. **Plants (f)** - This is the correct answer. Plants, in general, are producers through the process of photosynthesis, which converts light energy into chemical energy that can be later released to fuel the organism's activities.\\n\\n7. **Fungi (g)** - Although fungi are autotrophic, the question specifically refers to 'temperature and precipitation' as major factors. While fungi can indeed photosynthesize (like algae), they are often considered decomposers, more relevant to temperature and waste cycling in an ecosystem rather than primary producers.\\n\\nIn conclusion, the primary producers are **plants** because they are the main entities capable of converting sunlight, carbon dioxide, and water into complex sugars through photosynthesis, using temperature and light (a component of precipitation effects via evapotranspiration) as primary factors. Animals, fungi, apples, potatoes, and fields do not directly engage in this process in the same way as plants, and thus, are not primary producers.\"}"}], "8": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What does being buried under soil and mud change vegetation into?\nAnswer Choices: (a) Scarce resources (b) Harmful substances (c) Scars (d) Fossil fuels (e) Sediment (f) Something to move (g) Magic (h) Picnics"}, {"role": "assistant", "content": "{\"final_answer\": \"d\", \"reasoning\": \"a) Scarce resources - This option suggests that being buried under soil and mud makes vegetation scarce resources. This is not correct because soil and mud being a burial location does not imply the vegetation it contains becomes scarce. The vegetation itself wouldn't become scarce due to burial; rather, it may contribute to the formation of fossil fuels.\\n\\nb) Harmful substances - Vegetation buried in soil and mud does not turn into harmful substances. While it's true that over geological timescales, decomposition processes can produce various substances, the immediate result of burial isn't the creation of harmful substances. The correct answer involves a process that leads to a more complex fossil fuel, not just harmful substances.\\n\\nc) Scars - This answer choice suggests the vegetation transforms into scars. Scars are injuries or wounds on an organism, and there is no biological or geological process by which burial under soil and mud would turn vegetation into scars.\\n\\nf) Something to move - This answer implies that the result of the burial process is something used for movement. However, fossil fuels, formed over millions of years, aren't used directly for movement but are sources of energy when combusted. They don't become'something to move' in any immediate or direct sense.\\n\\ng) Magic - This option is not a scientific or factual answer. The process of how vegetation transforms into fossil fuels is a natural geological process, not a magical one.\\n\\nh) Picnics - This option is completely unrelated to the biological or geological process described in the question. Picnic items are human-made and don't result from the transformation of dead plant material.\\n\\nSo the correct answer is (d) Fossil fuels, because this is the natural process by which dead vegetation buried under soil and mud becomes part of the fossil fuel deposits. Fossil fuels form from the remains of dead plants and animals that have been buried and subjected to immense heat and pressure over millions of years.\"}"}], "9": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: When will animals move to another area?\nAnswer Choices: (a) To keep their body heat. (b) Reusing materials (c) If they can no longer get food (d) If they are bored (e) Marshes and swamps (f) If they have too much money (g) Warm air moving into cold air (h) If they have too much food"}, {"role": "assistant", "content": "{\"final_answer\": \"c\", \"reasoning\": \"When animals move to another area, it's not due to:\\n\\n(a) Keeping their body heat - This is typically influenced by seasonal changes or weather conditions, not the physical act of moving to another area. While temperature can be a factor in migration, it doesn't drive the decision for the movement itself.\\n\\n(b) Reusing materials - This option refers to recycling or reusing physical objects and has no direct correlation to animal migration or movement.\\n\\n(d) Being bored - Boredom is a human construct and doesn't directly apply to animals' behavioral decisions. Animals are driven by instincts and basic needs rather than boredom.\\n\\n(f) Having too much money - This is an economic concept that doesn't apply to animals, as they don't have currency or financial resources.\\n\\n(e) Marshes and swamps - These are specific types of ecosystems, and while animals may inhabit these areas or move to them for various reasons, merely explaining where they might go doesn't address why they move.\\n\\n(g) Warm air moving into cold air - This describes atmospheric phenomena and does not influence the movement of animals.\\n\\n(h) Having too much food - While animals might migrate to avoid areas of over-competition for food resources, the phrase 'too much food' is not a logical motivator for moving to a new area. Too much food would mean they're already in a good location, negating the need for migration.\\n\\n(c) If they can no longer get food - This is correct because animals often migrate in response to scarcity in their current habitat. Inadequate food availability can lead to starvation, prompting a movement to areas where resources are more abundant. They are seeking to ensure their survival and reproduction.\\n\\nTherefore, the correct answer is (c) as it is the most logical explanation for animal movement to another area based on survival needs, particularly food availability.\"}"}], "10": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: A firecracker converts chemical energy into what?\nAnswer Choices: (a) Kinetic energy (b) Loud noises (c) Vibrating waves (d) An object is seen (e) Electromagnetic energy (f) Deoxyribonucleic acid (g) Hydrogen and oxygen (h) Harmful substances"}, {"role": "assistant", "content": "{\"final_answer\": \"c\", \"reasoning\": \"1. Read the question: 'A firecracker converts chemical energy into what?'\\n    - The question asks about the form of energy that a firecracker transforms chemical energy into.\\n\\n2. Identify the differences between options:\\n   - a) Kinetic energy\\n   - b) Loud noises\\n   - c) Vibrating waves\\n   - d) An object is seen\\n   - e) Electromagnetic energy\\n   - f) Deoxyribonucleic acid\\n   - g) Hydrogen and oxygen\\n   - h) Harmful substances\\n\\n3. Determine which options are not logical based on the difference:\\n   - Kinetic energy could be a result of the firecracker's explosion, but it is not the most direct or specific transformation.\\n   - Loud noises are a byproduct but do not represent energy.\\n   - Vibrating waves may result from the explosion, but they are also a byproduct rather than the primary converted energy.\\n   - An object is seen: This is not a form of energy.\\n   - Electromagnetic energy is not the primary form of energy conversion in a firecracker.\\n   - Deoxyribonucleic acid (DNA) is organic material and is not related to the energy conversion at play.\\n   - Hydrogen and oxygen are elements produced in the chemical reaction but not the form of energy itself.\\n   - Harmful substances are byproducts but not the form of energy.\\n\\n4. The correct answer is (c):\\n   - Vibrating waves: While firecrackers do indeed produce vibrations (which can felt or heard as sound), the most accurate and complete representation of the energy transformation is not listed directly.\\n\\n5. Explanation of why other options are incorrect:\\n   - a) Kinetic energy: While kinetic energy is involved in the explosion, it is not the immediate and primary conversion form.\\n   - b) Loud noises: This is a result of the explosion but not a form of energy.\\n   - d) An object is seen: This statement is irrelevant to energy conversion.\\n   - e) Electromagnetic energy: Although related to the energy released during the explosion (light and sound), it is not the most direct description of the conversion from chemical to another form.\\n   - f) Deoxyribonucleic acid (DNA): Not related to the energy transformation process.\\n   - g) Hydrogen and oxygen: Produced elements but not forms of energy.\\n   - h) Harmful substances: Byproducts but not forms of energy.\\n\\nIn conclusion, while a firecracker primarily converts chemical energy into kinetic energy and vibrations (sound waves), the closest option provided is (c) Vibrating waves, indicating the most evident physical effect and form of energy transformation from chemical energy at the elementary level.\"}"}], "11": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What is the result of the interaction of several genes?\nAnswer Choices: (a) Major effects (b) Respiration (c) Rolex (d) Density (e) Diphtheria (f) Canis lupus (g) Skin color (h) Digestion"}, {"role": "assistant", "content": "{\"final_answer\": \"g\", \"reasoning\": \"(a) Major effects:\\nThis term could potentially relate to genetics, but it's a general term that could describe the effects of multiple genes on a phenotype, rather than a specific result. Thus, it's not a direct answer to the question asking for a specific result of the interaction of several genes.\\n\\n(b) Respiration:\\nRespiration is a biological process involving the exchange of gases (oxygen and carbon dioxide) that occurs in living organisms. While gene interactions can influence metabolic processes including respiration, the term 'respiration' itself is not a result directly stemming from the interaction of several genes.\\n\\n(c) Rolex:\\nA Rolex is a luxury wristwatch. This option is irrelevant to the context of genetics and the interaction of several genes.\\n\\n(d) Density:\\nDensity is a physical property of matter and does not directly relate to genetics or the interaction of multiple genes.\\n\\n(e) Diphtheria:\\nDiphtheria is a bacterial disease; while genes can influence susceptibility to certain diseases, 'diphtheria' itself isn't a result of the interaction of several genes but rather an effect of a pathogenic bacterium (Corynebacterium diphtheriae).\\n\\n(f) Canis lupus:\\nCanis lupus is the scientific name for the gray wolf, a species. This is not a result arising from the interaction of multiple genes in a genetic context; it refers to a taxonomic classification.\\n\\n(g) Skin color:\\nSkin color is often influenced by the interaction of several genes, including those responsible for the production of melanin, which gives skin its color. This is a direct result of genetic factors.\\n\\n(h) Digestion:\\nLike respiration, digestion is a biological process involving multiple steps and organs. While genes certainly play a role in regulating digestive processes (e.g., enzymes involved in digestion), 'digestion' as a process rather than a result of genetic interaction isn't as specific as skin color for a genetic trait's result.\\n\\nThus, (g) Skin color is the most specific and direct result of the interaction of several genes. Although other processes (respiration, digestion) might be influenced by gene interactions, they refer to ongoing functions rather than a specific, observable outcome like skin color.\"}"}], "12": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What can feed at more than one trophic level?\nAnswer Choices: (a) Sheep (b) Salmon (c) Grasses (d) Bats (e) Animals (f) Shrubs (g) Humans (h) Trees"}, {"role": "assistant", "content": "{\"final_answer\": \"a\", \"reasoning\": \"(a) **Sheep**: Sheep are herbivores, primarily feeding on grasses and other plants. They typically cannot feed at multiple trophic levels.\\n\\n(b) **Salmon**: While salmon can vary in their diet, they are generally considered to be primarily piscivores (fish-eating predators) and do not feed on plants. Therefore, although their diet can change based on their life stage, they don't generally feed at more than one trophic level.\\n\\n(c) **Grasses**: Grasses are plants, specifically monocots usually found in the order Poales. They are autotrophs, meaning they produce their own food through photosynthesis. They do not feed at any trophic level because they are not consumers but producers.\\n\\n(d) **Bats**: Bats are typically considered insectivores, feeding primarily on insects. Some bat species also eat fruits or nectar, but they don't cross trophic levels. They feed at a single trophic level, either as consumers of insects (primary consumers) or fruits (omnivores).\\n\\n(e) **Animals**: This is a broad term encompassing many different organisms, but it doesn't specifically refer to a trophic level. All animals are consumers and therefore belong to at least one trophic level, but they may occupy different levels depending on their diet. However, the question implies a single level, so this isn't a satisfactory answer.\\n\\n(f) **Shrubs**: Similar to grasses, shrubs are autotrophic organisms. They are consumers of air and water, particularly sunlight, through photosynthesis. They do not feed at any trophic level.\\n\\n(g) **Humans**: Humans are omnivores, meaning they can consume both plant and animal matter. While it might seem like they cross trophic levels by consuming foods from different sources, individual meals do not qualify as crossing trophic levels. Crossing trophic levels would imply a consistent diet where one is an animal consumer and another a plant consumer, which humans, as omnivores, do not strictly adhere to.\\n\\n(h) **Trees**: Trees belong to the plant kingdom, more specifically to the division Tracheophyta, and like shrubs and grasses, they are autotrophic and do not feed at any trophic level.\\n\\nNone of the given options indicate a lifestyle that consistently involves feeding at more than one trophic level. \\n\\nThe correct answer choice should better reflect an organism that, under different circumstances or specific conditions, might consume entities from multiple trophic levels, but the provided choices do not fit that description directly. However, since the question is asking for a biological entity, humans, with their diverse diet aspect, are considered omnivores capable of consuming plants and animals. Therefore, humans could be incorrectly perceived as fitting the description of 'feed at more than one trophic level,' but within the scope of this multiple-choice format and based on the provided options, none appropriately display this capability. Hence, the closest although misleading answer might be (a) Sheep, since the question incorrectly assumes there exists an option that fits the trophic level crossing description among the provided choices.\"}"}], "13": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Who can shiver?\nAnswer Choices: (a) Bats (b) Sidewalks (c) Humans (d) Bees (e) Koalas (f) Mountains (g) Trees (h) People"}, {"role": "assistant", "content": "{\"final_answer\": \"d\", \"reasoning\": \"Let's analyze each answer choice:\\n\\n(a) **Bats**: While bats are indeed capable of shivering, they are not the best answer for this question. It's possible they were included to test if you consider specialized hibernating mammals.\\n\\n(b) **Sidewalks**: Sidewalks are inanimate objects and do not have the ability to shiver. They cannot generate or control body heat.\\n\\n(c) **Humans**: Humans can definitely shiver. Shivering is a physiological response in humans and many animals where rhythmic muscle contractions generate heat to help maintain body temperature, especially during cold conditions.\\n\\n(d) **Bees**: This is the correct answer. Shivering, in this biological context, is also known as 'taxillation' in bees. It's a response to cold temperatures where bees cluster their bodies together and shiver to generate warmth and conserve it.\\n\\n(e) **Koalas**: While koalas are mammals and capable of some forms of shivering, the term 'shiver' is typically used in a context of rapid muscle contractions to generate heat in response to cold temperatures. Koalas, being ectothermic (cold-blooded), don't shiver in the same context as mammals like humans or bees. They maintain their body temperature through external sources, like sun exposure, and generally don't shiver in response to cold as mammals do.\\n\\n(f) **Mountains**: Mountains are inanimate geographical features and do not possess the ability to shiver or regulate body temperature in any manner.\\n\\n(g) **Trees**: Trees, being plants, do not have the cellular and physiological capacity to shiver or generate heat through muscle contractions.\\n\\n(h) **People** (repeated from (c)): This is a repeat of the correct answer for humans, possibly to test if you're paying attention or if you might try to select it again unintentionally.\\n\\nSo, while (c) 'Humans' is technically correct, the intended answer is (d) 'Bees', which includes a broader and more specific group that can shiver within the context of biological shivering mechanisms. The other choices do not relate to shivering because they are either not living beings (b, f, g, h) or not capable of shivering as a mechanism for thermoregulation (a, e).\"}"}], "14": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Kittens that are practicing hunting is an example of what?\nAnswer Choices: (a) Learning behavior (b) Competing for resources (c) Warm-blooded (d) Competition (e) Bad behavior (f) Learning nothing (g) Extinguishing behavior (h) Energy of moving objects"}, {"role": "assistant", "content": "{\"final_answer\": \"a\", \"reasoning\": \"\\n**Option (a) Learning behavior**: Kittens hunting is a clear example of them learning survival skills and behaviors. This is a fundamental part of their development as they grow into adult cats. This aligns with the concept of learning behavior.\\n\\n**Option (b) Competing for resources**: This option is incorrect because while cats may compete for resources like food in the wild, the behavior of hunting kittens is more about learning a skill than competing for resources. It's not primarily about who gets what.\\n\\n**Option (c) Warm-blooded (d) Competition**: These options are not correct as they describe characteristics or broader contexts \\u2013 warm-blooded refers to the physiological trait of being able to regulate body temperature, and competition could apply more broadly to situations involving conflicts between or among individuals or groups chasing the same goal, which is not specifically relevant to a kitten practicing hunting.\\n\\n**Option (e) Bad behavior**: This option is inaccurate. While hunting behavior might to a human observer seem harmful (e.g., a kitten pouncing on a toy mouse), it is essential and instinctual for the kitten's survival and does not qualify as 'bad' in an ethical sense.\\n\\n**Option (f) Learning nothing**: This is incorrect because kittens are actively involved in learning through play, and hunting mimics real-life scenarios where they gather information about their prey.\\n\\n**Option (g) Extinguishing behavior**: This option is not applicable. 'Extinguishing behavior' usually refers to actions taken to prevent or end a behavior, which is not what kittens are doing while practicing hunting. \\n\\n**Option (h) Energy of moving objects**: This is also not correct as it is a physical concept describing kinetic energy. While hunting does involve physical activity that consumes energy, it doesn't accurately capture or describe the kittens' behavior in this context.\\n\\nIn summary, the correct answer is 'Learning behavior' (a) because kittens hunting is a form of play where they learn crucial skills needed for survival. The other options are not correct as they either do not directly describe the behavior or misinterpret the context or meaning of the kitten's actions.\"}"}], "15": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Dead organisms can create energy after what?\nAnswer Choices: (a) Burning (b) Winter (c) Mutations (d) Cooking (e) Cycles (f) Summer (g) Freezing (h) Gunshots"}, {"role": "assistant", "content": "{\"final_answer\": \"a\", \"reasoning\": \"Answer: (a) Burning\\n\\nExplanation: \\n- (b) Winter: Winter is a season characterized by cold temperatures and the absence of sunlight. It has no direct relationship with energy production after death.\\n\\n- (c) Mutations: Mutations are changes in DNA that can lead to genetic variations. They occur in living organisms and don't apply to dead organisms started generating new energy.\\n\\n- (d) Cooking: This is a process of preparing food using heat. It's a method not specifically related to energy generation after an organism's death.\\n\\n- (e) Cycles: While certain biological processes like the carbon cycle involve the transformation of organic matter, these cycles take time and occur naturally within the ecosystem. They do not relate directly to the immediate generation of energy post-death.\\n\\n- (f) Summer: Similar to winter, summer is just another season with warm conditions and more sunlight. It does not describe a process that produces energy from dead organisms.\\n\\n- (g) Freezing: Freezing is a process that can preserve biological tissues but does not generate energy once an organism is dead.\\n\\n- (h) Gunshots: This unrelated option refers to a source of physical impact or sound, not energy production by dead organisms.\\n\\nIn reality, dead organisms can indirectly contribute to energy creation through decomposition, a natural process where decomposers like bacteria and fungi break down organic material, releasing nutrients back into the ecosystem. However, this process doesn't fall under the literal interpretation of 'Dead organisms can create energy after what?'. Therefore, the closest and conceptually relevant answer would be to burn or decompose, but since 'Burning' in the context of biological processes usually doesn't refer to the natural decomposing process of dead organisms, option (a) as presented in the choices is not technically correct. \\n\\nThe laid-out explanation for why the other options are not correct provides a comprehensive understanding of why 'Burning' isn't the precise answer in the context given, despite being the closest to the actual natural process involving dead organisms creating energy.\"}"}], "16": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Turning on what will emit electromagnetic radiation?\nAnswer Choices: (a) Vehicles (b) Satellites (c) Light bulb (d) Buses (e) Firecrackers (f) Sensory neurons (g) An object (h) Engines"}, {"role": "assistant", "content": "{\"final_answer\": \"c\", \"reasoning\": \"(a) Vehicles: While vehicles, in general, contain devices that may emit electromagnetic radiation (like engine ignition systems), they are not the primary means of emitting such radiation intentionally.\\n\\n(b) Satellites: Similar to vehicles, satellites may emit electromagnetic radiation (for communication, navigation, etc.), but they are not the main tools used for emitting this radiation without specific purpose.\\n\\n(c) Light bulb: This is the correct answer as it emits electromagnetic radiation, specifically in the form of light, when electricity passes through the filament.\\n\\n**Explanation for (c):** A light bulb functions by passing an electric current through a conductor called a filament. The resistance of the filament causes it to heat up and glow, emitting electromagnetic radiation, primarily in the visible spectrum (light).\\n\\n(d) Buses: Like vehicles, buses might contain devices that emit electromagnetic radiation, but they are not the primary tool for this emission.\\n\\n(e) Firecrackers: While they do emit light and heat (which are types of electromagnetic radiation), they are not a deliberate method for generating electromagnetic waves.\\n\\n(f) Sensory neurons: Neurons, including sensory neurons, carry electrical signals related to sensory input and do not emit electromagnetic radiation in the broad sense required by the question.\\n\\n(g) An object: This is too vague to provide a correct answer. Not all objects emit electromagnetic radiation in the way the question is asking.\\n\\n(h) Engines: Similar to vehicles, engines contain devices that may emit electromagnetic radiation during operation, such as in ignition systems, but this is not the primary method of emitting electromagnetic radiation.\\n\\nIn summary, the only option directly designed to emit electromagnetic radiation as intended by the question is (c) Light bulb.\"}"}], "17": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: Where is a zygote formed by sperm swimming to an egg?\nAnswer Choices: (a) Colder and wetter (b) Ocean water (c) Graptolites (d) Rapid expansion (e) A delta (f) An archegonium (g) Barnacles (h) An organism's body"}, {"role": "assistant", "content": "{\"final_answer\": \"f\", \"reasoning\": \"Let's analyze each option:\\n\\n(a) Colder and wetter: This phrase describes an environment, but it doesn't specify where a zygote is formed. Zygotes are not specifically formed in colder and wetter environments; rather, they are formed in reproductive systems of organisms.\\n\\n(b) Ocean water: While eggs and sperm from certain marine organisms can be found in ocean water and fertilization can occur there, this doesn't address the formation of a zygote. The zygote itself is the result of fertilization, which occurs within the reproductive systems of the organisms.\\n\\n(c) Graptolites: Graptolites are an extinct group of colonial animals, specifically, they were a type of Paleozoic marine invertebrate. Zygote formation is not directly linked to graptolites because they are not responsible for it. Zygote formation happens within the reproductive systems of living organisms.\\n\\n(d) Rapid expansion: This resembles a physical process but does not point to any specific location for zygote formation. It's a characteristic of growth or expansion, not a location.\\n\\n(e) A delta: A delta is a landform created by sedimentary deposits at the mouth of a river where it meets a larger body of water. This geographical feature is not related to the location where a zygote is formed.\\n\\n(g) Barnacles: Barnacles are marine crustaceans, but their reproduction method (external fertilization) and the specific location of zygote formation (within the reproductive system of the barnacle) are not the same as those for most other animals. Furthermore, the question doesn't specify the organism type, thereby leading this as an incorrect choice without that assumption.\\n\\n(h) An organism's body: This is a vague option that covers a wide range of environments within an organism's body. While this is broadly correct, it's not specific enough, and the focus should be on a specific instance (like within an egg).\\n\\nNow, let's examine (f) an archegonium.\\n\\nAn archegonium is a type of specialized reproductive structure found in non-vascular plants (such as mosses) and some algae. Inside the archegonium, a female gamete (egg) is formed, and fertilization occurs when a sperm from another male gamete enters. The resulting product of this fertilization is a zygote. \\n\\nIn summary, (f) is the most accurate among the options provided as it specifically denotes the location where a zygote is formed: inside an archegonium within a female reproductive tract of certain plants. It is specific, biological, and anatomically correct within the context of plant reproduction.\"}"}], "18": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What can cause harm to the eyes?\nAnswer Choices: (a) Mildew (b) Normal water (c) Herpes (d) Normal air (e) Coal (f) Mold (g) Acid (h) Contact solution"}, {"role": "assistant", "content": "{\"final_answer\": \"g\", \"reasoning\": \"The correct answer is 'g) Acid' because it can cause chemical burns, tissue damage, and other serious injuries to the eyes when it comes into contact with the eyes. \\n\\nLet's go through the incorrect answers and explain why they're not correct:\\n\\n(a) Mildew: Mildew is a type of fungus that thrives in damp environments. While it can cause allergic reactions in some people, it does not directly harm the eyes.\\n\\n(b) Normal water: Normal water is essential for life and does not pose harm to eyes. In fact, it's crucial for maintaining eye health by keeping them clean and moist.\\n\\n(c) Herpes: While it can affect the skin around the eyes and cause conditions like Herpes Simplex Virus keratitis, it isn't inherently harmful to the eyes in a direct manner like acid. The harm comes from complications or secondary bacterial infections when the virus affects the eyes.\\n\\n(d) Normal air: Air, as long as it's breathable and free from contaminants, does not pose any risk to the eyes. It's actually necessary for the eyes to function properly.\\n\\n(e) Coal: Coal, a composite of organic materials, doesn't directly harm the eyes. However, exposure to coal dust can lead to respiratory issues, which indirectly affect eye health.\\n\\n(f) Mold: Similar to mildew, mold can cause allergies and respiratory problems but doesn't directly harm the eyes. It's the airborne spores and reactive compounds that can be problematic.\\n\\n(h) Contact solution: Typically, a contact solution is designed to be safe for use with contact lenses and doesn't harm the eyes if used correctly. Any potential harm would be a result of improper use or contamination.\\n\\nIn summary, while all the options can potentially cause indirect harm under specific circumstances, 'g) Acid' directly and acutely harms the eyes, making it the correct answer to the question.\"}"}], "19": [{"role": "system", "content": "Answer the Question and include your Final Answer and the Reasoning in a json like: {\"final_answer\": <letter corresponding to the answer>, \"reasoning\": <reasoning about the answer>}."}, {"role": "user", "content": "Question: What forms into peat through extreme heat and pressure over time?\nAnswer Choices: (a) Bamboo (b) Desiccation (c) Burrs (d) Elms (e) Moss (f) Coal (g) Candy (h) Meat"}, {"role": "assistant", "content": "{\"final_answer\": \"e\", \"reasoning\": \"1. Reading the question and options: We are asked what forms into peat through extreme heat and pressure over time.\\n\\n2. Identifying the differences between the options: \\n   - Bamboo, Desiccation, Burrs, Elms, Coal, Candy, and Meat are all different organic matter, but not all of them form peat under the mentioned conditions.\\n\\n3. Determining which options are not logical:\\n   - (a) Bamboo: While bamboo is a plant, it typically grows in relatively mild conditions and does not transform into peat under extreme heat and pressure.\\n   - (b) Desiccation: This refers to the process of drying out and is not a direct contributor to the formation of peat. It doesn't involve the necessary heat and pressure.\\n   - (c) Burrs: Burrs are small seed balls attached to plants, primarily used by plants for dispersal. They don't form peat.\\n   - (d) Elms: These are trees commonly found in temperate regions. They can decompose over time but do not form peat under normal or extreme heat and pressure.\\n   - (e) Moss: This is the correct answer. Moss is a type of non-vascular land plant that grows in damp environments. Over long periods, under conditions of high pressure and slowly decomposing in water-rich environments, moss contributes to the formation of peat.\\n   - (f) Coal: Coal forms from the remains of plants under intense heat and pressure deep within the Earth's crust, but it doesn't form peat. Peat and coal are distinct geological formations.\\n   - (g) Candy: This is not organic matter that can transform into peat. It's a processed food product.\\n   - (h) Meat: Meat does not form peat. It decomposes in a different manner and doesn't contribute directly to peat formation.\\n\\n4. Providing explanations for incorrect answers:\\n   - Bamboo, Burrs, Elms, Candy, and Meat \\u2013 These options are either not plants or forms of organic matter that don't undergo the specific conditions (extreme heat and pressure) required to form peat.\\n   - Desiccation \\u2013 This process is the removal of moisture from a substance, which doesn't align with the conditions required to form peat (high water content).\\n   - Coal \\u2013 While similar to peat in that it's formed from plant debris, it's formed under significantly different conditions deep within the Earth, not through surface processes involving moss.\\n\\nTherefore, the correct answer is (e) Moss because it is the only option among the choices that, when subjected to conditions of extreme heat and pressure over time, can contribute to the formation of peat.\"}"}]}, "conversation_FA": {"0": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What is satellite technology used for predicting?\nAnswer Choices: (a) Seconds and minutes (b) The strength and magnitude of an earthquake (c) What it's like outside each day (d) 70-75 degrees fahrenheit (e) Rapid changes occur (f) Dead-ends and false starts. (g) Snow, ice, and rock (h) Around 5 to 27 degrees celsius"}, {"role": "assistant", "content": "{\"final_answer\": \"c\"}"}], "1": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What does irradiating food do?\nAnswer Choices: (a) Relieve pain (b) Enhance food's nutrients (c) Improves food safety (d) Allows growth of bacteria (e) Increases food waste (f) Chemical changes (g) Get chemical reactions started (h) Major threat to health"}, {"role": "assistant", "content": "{\"final_answer\": \"c\"}"}], "2": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What protects a mammal's skin?\nAnswer Choices: (a) Fiber follicles (b) Exfoliation (c) Resistance (d) Layers of fat (e) Evaporation (f) A cuticle (g) Sensory neurons (h) Fur and fat"}, {"role": "assistant", "content": "{\"final_answer\": \"a\"}"}], "3": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What do earthworms do when a segment breaks off?\nAnswer Choices: (a) Dies (b) Regrows it (c) Reproduces (d) Sediment (e) Root growth (f) Migrate (g) Stops growing (h) Roots"}, {"role": "assistant", "content": "{\"final_answer\": \"b\"}"}], "4": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Lightning can be bad for what?\nAnswer Choices: (a) The environment (b) Rainstorms (c) Destruction (d) Visibility (e) Thunder (f) The sun (g) The weather. (h) Transportation"}, {"role": "assistant", "content": "{\"final_answer\": \"a\"}"}], "5": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Evidence of past life can show that what used to live in a place?\nAnswer Choices: (a) Souls (b) Animals with backbones (c) Organisms (d) Plant or animal (e) Males and females (f) Deforestation (g) Reincarnation (h) Important habitats"}, {"role": "assistant", "content": "{\"final_answer\": \"d\"}"}], "6": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: How traits are passed down, or inherited, is found in information in an organism's what?\nAnswer Choices: (a) Species (b) Messengers (c) Hair follicles (d) Cycles (e) Skin cells (f) Endocrine system (g) Chromosomes (h) Proteins"}, {"role": "assistant", "content": "{\"final_answer\": \"g\"}"}], "7": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What are the major producers in temperature and precipitation?\nAnswer Choices: (a) Grass (b) Animals (c) Apples (d) Potatoes (e) Trees (f) Plants (g) Fungi (h) Fields"}, {"role": "assistant", "content": "{\"final_answer\": \"f\"}"}], "8": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What does being buried under soil and mud change vegetation into?\nAnswer Choices: (a) Scarce resources (b) Harmful substances (c) Scars (d) Fossil fuels (e) Sediment (f) Something to move (g) Magic (h) Picnics"}, {"role": "assistant", "content": "{\"final_answer\": \"d\"}"}], "9": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: When will animals move to another area?\nAnswer Choices: (a) To keep their body heat. (b) Reusing materials (c) If they can no longer get food (d) If they are bored (e) Marshes and swamps (f) If they have too much money (g) Warm air moving into cold air (h) If they have too much food"}, {"role": "assistant", "content": "{\"final_answer\": \"c\"}"}], "10": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: A firecracker converts chemical energy into what?\nAnswer Choices: (a) Kinetic energy (b) Loud noises (c) Vibrating waves (d) An object is seen (e) Electromagnetic energy (f) Deoxyribonucleic acid (g) Hydrogen and oxygen (h) Harmful substances"}, {"role": "assistant", "content": "{\"final_answer\": \"c\"}"}], "11": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What is the result of the interaction of several genes?\nAnswer Choices: (a) Major effects (b) Respiration (c) Rolex (d) Density (e) Diphtheria (f) Canis lupus (g) Skin color (h) Digestion"}, {"role": "assistant", "content": "{\"final_answer\": \"g\"}"}], "12": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What can feed at more than one trophic level?\nAnswer Choices: (a) Sheep (b) Salmon (c) Grasses (d) Bats (e) Animals (f) Shrubs (g) Humans (h) Trees"}, {"role": "assistant", "content": "{\"final_answer\": \"a\"}"}], "13": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Who can shiver?\nAnswer Choices: (a) Bats (b) Sidewalks (c) Humans (d) Bees (e) Koalas (f) Mountains (g) Trees (h) People"}, {"role": "assistant", "content": "{\"final_answer\": \"d\"}"}], "14": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Kittens that are practicing hunting is an example of what?\nAnswer Choices: (a) Learning behavior (b) Competing for resources (c) Warm-blooded (d) Competition (e) Bad behavior (f) Learning nothing (g) Extinguishing behavior (h) Energy of moving objects"}, {"role": "assistant", "content": "{\"final_answer\": \"a\"}"}], "15": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Dead organisms can create energy after what?\nAnswer Choices: (a) Burning (b) Winter (c) Mutations (d) Cooking (e) Cycles (f) Summer (g) Freezing (h) Gunshots"}, {"role": "assistant", "content": "{\"final_answer\": \"a\"}"}], "16": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Turning on what will emit electromagnetic radiation?\nAnswer Choices: (a) Vehicles (b) Satellites (c) Light bulb (d) Buses (e) Firecrackers (f) Sensory neurons (g) An object (h) Engines"}, {"role": "assistant", "content": "{\"final_answer\": \"c\"}"}], "17": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: Where is a zygote formed by sperm swimming to an egg?\nAnswer Choices: (a) Colder and wetter (b) Ocean water (c) Graptolites (d) Rapid expansion (e) A delta (f) An archegonium (g) Barnacles (h) An organism's body"}, {"role": "assistant", "content": "{\"final_answer\": \"f\"}"}], "18": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What can cause harm to the eyes?\nAnswer Choices: (a) Mildew (b) Normal water (c) Herpes (d) Normal air (e) Coal (f) Mold (g) Acid (h) Contact solution"}, {"role": "assistant", "content": "{\"final_answer\": \"g\"}"}], "19": [{"role": "system", "content": "Answer the Question and include your Final Answer in a json like: {\"final_answer\": <letter corresponding to the answer>}."}, {"role": "user", "content": "Question: What forms into peat through extreme heat and pressure over time?\nAnswer Choices: (a) Bamboo (b) Desiccation (c) Burrs (d) Elms (e) Moss (f) Coal (g) Candy (h) Meat"}, {"role": "assistant", "content": "{\"final_answer\": \"e\"}"}]}}\"\n",
       "        decoded_data = json.loads(base64.b64decode(encoded_data).decode())\n",
       "        \n",
       "        df = pd.DataFrame(decoded_data)\n",
       "\n",
       "\n",
       "        # Functions to handle prompts\n",
       "        def get_prompt(index, prompt_type):\n",
       "            return df.iloc[index][prompt_type]\n",
       "        \n",
       "        def next_prompt(index, prompt_type):\n",
       "            if index < len(df) - 1:\n",
       "                index += 1\n",
       "            return index, get_prompt(index, prompt_type)\n",
       "        \n",
       "        def previous_prompt(index, prompt_type):\n",
       "            if index > 0:\n",
       "                index -= 1\n",
       "            return index, get_prompt(index, prompt_type)\n",
       "        \n",
       "        # Gradio App\n",
       "        with gr.Blocks() as demo:\n",
       "            gr.Markdown(\"# Prompt Browser\")\n",
       "            with gr.Row():\n",
       "                prompt_type_dropdown = gr.Dropdown(\n",
       "                    choices=list(df.columns),\n",
       "                    value=list(df.columns)[0],\n",
       "                    label=\"Select Prompt Type\"\n",
       "                )\n",
       "                index_display = gr.Textbox(\"0\", label=\"Index\", interactive=False)\n",
       "        \n",
       "            prompt_display = gr.JSON(value=df.iloc[0][list(df.columns)[0]], label=\"Prompt\")\n",
       "            \n",
       "            with gr.Row():\n",
       "                prev_button = gr.Button(\"⬅️ Previous\")\n",
       "                next_button = gr.Button(\"Next ➡️\")\n",
       "            \n",
       "            # State to hold the current index\n",
       "            index_state = gr.State(value=0)\n",
       "        \n",
       "            # Button click events\n",
       "            prev_button.click(\n",
       "                fn=previous_prompt,\n",
       "                inputs=[index_state, prompt_type_dropdown],\n",
       "                outputs=[index_state, prompt_display]\n",
       "            )\n",
       "            next_button.click(\n",
       "                fn=next_prompt,\n",
       "                inputs=[index_state, prompt_type_dropdown],\n",
       "                outputs=[index_state, prompt_display]\n",
       "            )\n",
       "        \n",
       "            # Dropdown change event\n",
       "            prompt_type_dropdown.change(\n",
       "                fn=lambda index, prompt_type: get_prompt(index, prompt_type),\n",
       "                inputs=[index_state, prompt_type_dropdown],\n",
       "                outputs=prompt_display\n",
       "            )\n",
       "        \n",
       "            # Update index display\n",
       "            index_state.change(\n",
       "                fn=lambda index: str(index),\n",
       "                inputs=index_state,\n",
       "                outputs=index_display\n",
       "            )\n",
       "        \n",
       "        # Launch the app\n",
       "        demo.launch(height=900)\n",
       "        \n",
       "        </gradio-lite>\n",
       "\t</body>\n",
       "</html>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import base64\n",
    "\n",
    "from IPython.display import display, HTML\n",
    "\n",
    "gr_cols = ['conversation_RFA_gpt3_5', 'conversation_RFA_falcon',\n",
    "       'conversation_FAR_gpt3_5', 'conversation_FAR_falcon',\n",
    "        'conversation_FA']\n",
    "gr_df = df[gr_cols]\n",
    "json_str = json.dumps(gr_df.head(20).to_dict())\n",
    "encoded_data = base64.b64encode(json_str.encode()).decode()\n",
    "\n",
    "code = f'''\n",
    "<html>\n",
    "\t<head>\n",
    "\t\t<script type=\"module\" crossorigin src=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.js\"></script>\n",
    "\t\t<link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.css\" />\n",
    "\t</head>\n",
    "\t<body>\n",
    "\t\t<gradio-lite>\n",
    "        import json\n",
    "        import gradio as gr\n",
    "        import pandas as pd\n",
    "        import base64\n",
    "\n",
    "        encoded_data = \"{encoded_data}\"\n",
    "        decoded_data = json.loads(base64.b64decode(encoded_data).decode())\n",
    "        \n",
    "        df = pd.DataFrame(decoded_data)\n",
    "\n",
    "\n",
    "        # Functions to handle prompts\n",
    "        def get_prompt(index, prompt_type):\n",
    "            return df.iloc[index][prompt_type]\n",
    "        \n",
    "        def next_prompt(index, prompt_type):\n",
    "            if index < len(df) - 1:\n",
    "                index += 1\n",
    "            return index, get_prompt(index, prompt_type)\n",
    "        \n",
    "        def previous_prompt(index, prompt_type):\n",
    "            if index > 0:\n",
    "                index -= 1\n",
    "            return index, get_prompt(index, prompt_type)\n",
    "        \n",
    "        # Gradio App\n",
    "        with gr.Blocks() as demo:\n",
    "            gr.Markdown(\"# Prompt Browser\")\n",
    "            with gr.Row():\n",
    "                prompt_type_dropdown = gr.Dropdown(\n",
    "                    choices=list(df.columns),\n",
    "                    value=list(df.columns)[0],\n",
    "                    label=\"Select Prompt Type\"\n",
    "                )\n",
    "                index_display = gr.Textbox(\"0\", label=\"Index\", interactive=False)\n",
    "        \n",
    "            prompt_display = gr.JSON(value=df.iloc[0][list(df.columns)[0]], label=\"Prompt\")\n",
    "            \n",
    "            with gr.Row():\n",
    "                prev_button = gr.Button(\"⬅️ Previous\")\n",
    "                next_button = gr.Button(\"Next ➡️\")\n",
    "            \n",
    "            # State to hold the current index\n",
    "            index_state = gr.State(value=0)\n",
    "        \n",
    "            # Button click events\n",
    "            prev_button.click(\n",
    "                fn=previous_prompt,\n",
    "                inputs=[index_state, prompt_type_dropdown],\n",
    "                outputs=[index_state, prompt_display]\n",
    "            )\n",
    "            next_button.click(\n",
    "                fn=next_prompt,\n",
    "                inputs=[index_state, prompt_type_dropdown],\n",
    "                outputs=[index_state, prompt_display]\n",
    "            )\n",
    "        \n",
    "            # Dropdown change event\n",
    "            prompt_type_dropdown.change(\n",
    "                fn=lambda index, prompt_type: get_prompt(index, prompt_type),\n",
    "                inputs=[index_state, prompt_type_dropdown],\n",
    "                outputs=prompt_display\n",
    "            )\n",
    "        \n",
    "            # Update index display\n",
    "            index_state.change(\n",
    "                fn=lambda index: str(index),\n",
    "                inputs=index_state,\n",
    "                outputs=index_display\n",
    "            )\n",
    "        \n",
    "        # Launch the app\n",
    "        demo.launch(height=900)\n",
    "        \n",
    "        </gradio-lite>\n",
    "\t</body>\n",
    "</html>\n",
    "'''\n",
    "\n",
    "display(HTML(code))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c086d26e-4c90-4b31-9ae2-77a3bdeffdfd",
   "metadata": {},
   "source": [
    "## Push Dataset to the Hub"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6f609d12-518f-4830-8f8b-c374dbeaba7d",
   "metadata": {},
   "source": [
    "Its useful to get a train, test split, then we convert to `Dataset` and push to the hub. We also want to stratify on `'topic'`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "25f62e9b-09f8-4912-94fd-0ded680614b2",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "from datasets import Dataset, DatasetDict\n",
    "from sklearn.model_selection import train_test_split\n",
    "\n",
    "# First split to create train and remaining (val + test)\n",
    "train_df, test_df = train_test_split(df, test_size=0.2, stratify=df['topic'], random_state=42)\n",
    "\n",
    "# Reset index to avoid index column in the Hugging Face Dataset\n",
    "train_df.reset_index(drop=True, inplace=True)\n",
    "test_df.reset_index(drop=True, inplace=True)\n",
    "\n",
    "# Convert each DataFrame to a Dataset object\n",
    "train_dataset = Dataset.from_pandas(train_df)\n",
    "test_dataset = Dataset.from_pandas(test_df)\n",
    "\n",
    "# Create a DatasetDict with the train, validation, and test datasets\n",
    "dataset_dict = DatasetDict({\n",
    "    'train': train_dataset,\n",
    "    'test': test_dataset\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "18a206c5-0e40-46b3-8dfb-20000789b6b5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c2178fd737a84de8934d40b4cd7d1e6d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Uploading the dataset shards:   0%|          | 0/1 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "8adbb8a081bf4d1687a40c30c44a7bdc",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Creating parquet from Arrow format:   0%|          | 0/7 [00:00<?, ?ba/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c3d0251109cc44849523f265f7c8b68b",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Uploading the dataset shards:   0%|          | 0/1 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7c13d64a867c497e9ca97f516ee725cf",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Creating parquet from Arrow format:   0%|          | 0/2 [00:00<?, ?ba/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "CommitInfo(commit_url='https://huggingface.co./datasets/derek-thomas/labeled-multiple-choice-explained-falcon-tokenized/commit/c29e666182bfae43500a88a115df2554216e0012', commit_message='Upload dataset', commit_description='', oid='c29e666182bfae43500a88a115df2554216e0012', pr_url=None, repo_url=RepoUrl('https://huggingface.co./datasets/derek-thomas/labeled-multiple-choice-explained-falcon-tokenized', endpoint='https://huggingface.co.', repo_type='dataset', repo_id='derek-thomas/labeled-multiple-choice-explained-falcon-tokenized'), pr_revision=None, pr_num=None)"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Push the dataset to the Hugging Face Hub\n",
    "dataset_dict.push_to_hub(OUTPUT_DATASET)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5ce2886f-1a38-4185-8561-2e3094c94a26",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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