| { | |
| "lang":"da", | |
| "name":"core_news_trf", | |
| "version":"3.2.0", | |
| "description":"Danish transformer pipeline (Maltehb/danish-bert-botxo). Components: transformer, morphologizer, parser, ner, attribute_ruler, lemmatizer.", | |
| "author":"Explosion", | |
| "email":"[email protected]", | |
| "url":"https://explosion.ai", | |
| "license":"CC BY-SA 4.0", | |
| "spacy_version":">=3.2.0,<3.3.0", | |
| "spacy_git_version":"bb26550e2", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "morphologizer":[ | |
| "AdpType=Prep|POS=ADP", | |
| "Definite=Ind|Gender=Com|Number=Sing|POS=NOUN", | |
| "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "POS=PROPN", | |
| "Definite=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Definite=Def|Gender=Neut|Number=Sing|POS=NOUN", | |
| "POS=SCONJ", | |
| "Definite=Def|Gender=Com|Number=Sing|POS=NOUN", | |
| "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "POS=ADV", | |
| "Number=Plur|POS=DET|PronType=Dem", | |
| "Degree=Pos|Number=Plur|POS=ADJ", | |
| "Definite=Ind|Gender=Com|Number=Plur|POS=NOUN", | |
| "POS=PUNCT", | |
| "POS=CCONJ", | |
| "Definite=Ind|Degree=Cmp|Number=Sing|POS=ADJ", | |
| "Degree=Cmp|POS=ADJ", | |
| "POS=PRON|PartType=Inf", | |
| "Gender=Com|Number=Sing|POS=DET|PronType=Ind", | |
| "Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ", | |
| "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN", | |
| "Definite=Def|Degree=Pos|Number=Sing|POS=ADJ", | |
| "Gender=Neut|Number=Sing|POS=DET|PronType=Dem", | |
| "Degree=Pos|POS=ADV", | |
| "Definite=Def|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN", | |
| "POS=PRON|PronType=Dem", | |
| "NumType=Card|POS=NUM", | |
| "Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", | |
| "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Degree=Pos|Gender=Com|Number=Sing|POS=ADJ", | |
| "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "NumType=Ord|POS=ADJ", | |
| "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "POS=VERB|VerbForm=Inf|Voice=Act", | |
| "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "POS=NOUN", | |
| "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass", | |
| "POS=ADP|PartType=Inf", | |
| "Degree=Pos|POS=ADJ", | |
| "Definite=Def|Gender=Com|Number=Plur|POS=NOUN", | |
| "Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs", | |
| "Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN", | |
| "POS=AUX|VerbForm=Inf|Voice=Act", | |
| "Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ", | |
| "Gender=Com|Number=Sing|POS=DET|PronType=Dem", | |
| "Number=Plur|POS=DET|PronType=Ind", | |
| "Gender=Com|Number=Sing|POS=PRON|PronType=Ind", | |
| "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes", | |
| "POS=PART|PartType=Inf", | |
| "Gender=Neut|Number=Sing|POS=DET|PronType=Ind", | |
| "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs", | |
| "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN", | |
| "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs", | |
| "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs", | |
| "Case=Nom|Gender=Com|POS=PRON|PronType=Ind", | |
| "Gender=Neut|Number=Sing|POS=PRON|PronType=Ind", | |
| "Mood=Imp|POS=VERB", | |
| "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", | |
| "Definite=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", | |
| "POS=X", | |
| "Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs", | |
| "Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN", | |
| "POS=VERB|Tense=Pres|VerbForm=Part", | |
| "Number=Plur|POS=PRON|PronType=Int,Rel", | |
| "POS=VERB|VerbForm=Inf|Voice=Pass", | |
| "Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN", | |
| "Degree=Cmp|POS=ADV", | |
| "POS=ADV|PartType=Inf", | |
| "Degree=Sup|POS=ADV", | |
| "Number=Plur|POS=PRON|PronType=Dem", | |
| "Number=Plur|POS=PRON|PronType=Ind", | |
| "Definite=Def|Gender=Neut|Number=Plur|POS=NOUN", | |
| "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs", | |
| "Case=Gen|POS=PROPN", | |
| "POS=ADP", | |
| "Degree=Cmp|Number=Plur|POS=ADJ", | |
| "Definite=Def|Degree=Sup|POS=ADJ", | |
| "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", | |
| "Degree=Pos|Number=Sing|POS=ADJ", | |
| "Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "Gender=Com|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form", | |
| "Number=Plur|POS=PRON|PronType=Rcp", | |
| "Case=Gen|Degree=Cmp|POS=ADJ", | |
| "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN", | |
| "Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs", | |
| "POS=INTJ", | |
| "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", | |
| "Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", | |
| "Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form", | |
| "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs", | |
| "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", | |
| "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN", | |
| "Number=Sing|POS=PRON|PronType=Int,Rel", | |
| "Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form", | |
| "Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel", | |
| "Definite=Def|Degree=Sup|Number=Plur|POS=ADJ", | |
| "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs", | |
| "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "Definite=Ind|Number=Sing|POS=NOUN", | |
| "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Number=Plur|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "POS=SYM", | |
| "Case=Nom|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs", | |
| "Degree=Sup|POS=ADJ", | |
| "Number=Plur|POS=DET|PronType=Ind|Style=Arch", | |
| "Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Dem", | |
| "Foreign=Yes|POS=X", | |
| "POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs", | |
| "Gender=Neut|Number=Sing|POS=PRON|PronType=Dem", | |
| "Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs", | |
| "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN", | |
| "Case=Gen|POS=PRON|PronType=Int,Rel", | |
| "Gender=Com|Number=Sing|POS=PRON|PronType=Dem", | |
| "Abbr=Yes|POS=X", | |
| "Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN", | |
| "Definite=Def|Degree=Abs|POS=ADJ", | |
| "Definite=Ind|Degree=Sup|Number=Sing|POS=ADJ", | |
| "Definite=Ind|POS=NOUN", | |
| "Gender=Com|Number=Plur|POS=NOUN", | |
| "Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs", | |
| "Gender=Com|POS=PRON|PronType=Int,Rel", | |
| "Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs", | |
| "Degree=Abs|POS=ADV", | |
| "POS=VERB|VerbForm=Ger", | |
| "POS=VERB|Tense=Past|VerbForm=Part", | |
| "Definite=Def|Degree=Sup|Number=Sing|POS=ADJ", | |
| "Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs|Style=Form", | |
| "Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ", | |
| "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ", | |
| "Case=Acc|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs", | |
| "Gender=Com|Number=Sing|POS=PRON|PronType=Int,Rel", | |
| "POS=VERB|Tense=Pres", | |
| "Case=Gen|Number=Plur|POS=DET|PronType=Ind", | |
| "Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs", | |
| "POS=PRON|Person=2|Polite=Form|Poss=Yes|PronType=Prs", | |
| "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", | |
| "POS=AUX|Tense=Pres|VerbForm=Part", | |
| "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass", | |
| "Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "Degree=Sup|Number=Plur|POS=ADJ", | |
| "Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs", | |
| "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "Definite=Ind|Number=Plur|POS=NOUN", | |
| "Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Mood=Imp|POS=AUX", | |
| "Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs", | |
| "Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs", | |
| "Definite=Def|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", | |
| "Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Ind", | |
| "Case=Gen|POS=NOUN", | |
| "Number[psor]=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs", | |
| "POS=DET|PronType=Dem", | |
| "Definite=Def|Number=Plur|POS=NOUN" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "acl:relcl", | |
| "advcl", | |
| "advmod", | |
| "advmod:lmod", | |
| "amod", | |
| "appos", | |
| "aux", | |
| "case", | |
| "cc", | |
| "ccomp", | |
| "compound:prt", | |
| "conj", | |
| "cop", | |
| "dep", | |
| "det", | |
| "expl", | |
| "fixed", | |
| "flat", | |
| "iobj", | |
| "list", | |
| "mark", | |
| "nmod", | |
| "nmod:poss", | |
| "nsubj", | |
| "nummod", | |
| "obj", | |
| "obl", | |
| "obl:lmod", | |
| "obl:tmod", | |
| "punct", | |
| "xcomp" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "lemmatizer":[ | |
| ], | |
| "ner":[ | |
| "LOC", | |
| "MISC", | |
| "ORG", | |
| "PER" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "morphologizer", | |
| "parser", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "morphologizer", | |
| "parser", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "token_acc":0.9994672349, | |
| "token_p":0.9977732598, | |
| "token_r":0.9974835463, | |
| "token_f":0.997628382, | |
| "pos_acc":0.9734127561, | |
| "morph_acc":0.9700227614, | |
| "morph_micro_p":0.9874419317, | |
| "morph_micro_r":0.9763767604, | |
| "morph_micro_f":0.9818781726, | |
| "morph_per_feat":{ | |
| "Mood":{ | |
| "p":0.9923298178, | |
| "r":0.9866539561, | |
| "f":0.9894837476 | |
| }, | |
| "Tense":{ | |
| "p":0.9832953683, | |
| "r":0.9751506024, | |
| "f":0.9792060491 | |
| }, | |
| "VerbForm":{ | |
| "p":0.9833127318, | |
| "r":0.9736842105, | |
| "f":0.9784747847 | |
| }, | |
| "Voice":{ | |
| "p":0.9932381668, | |
| "r":0.9880418535, | |
| "f":0.990633196 | |
| }, | |
| "Definite":{ | |
| "p":0.9899678973, | |
| "r":0.974713552, | |
| "f":0.9822815051 | |
| }, | |
| "Gender":{ | |
| "p":0.9814690027, | |
| "r":0.9680957129, | |
| "f":0.9747364899 | |
| }, | |
| "Number":{ | |
| "p":0.9889006342, | |
| "r":0.9760041732, | |
| "f":0.9824100814 | |
| }, | |
| "AdpType":{ | |
| "p":0.9946428571, | |
| "r":0.9849690539, | |
| "f":0.989782319 | |
| }, | |
| "PartType":{ | |
| "p":1.0, | |
| "r":0.9967532468, | |
| "f":0.9983739837 | |
| }, | |
| "Case":{ | |
| "p":0.9935794543, | |
| "r":0.9778830964, | |
| "f":0.9856687898 | |
| }, | |
| "Person":{ | |
| "p":0.9857397504, | |
| "r":0.9822380107, | |
| "f":0.9839857651 | |
| }, | |
| "PronType":{ | |
| "p":0.9950166113, | |
| "r":0.9851973684, | |
| "f":0.9900826446 | |
| }, | |
| "NumType":{ | |
| "p":0.9731543624, | |
| "r":0.9602649007, | |
| "f":0.9666666667 | |
| }, | |
| "Degree":{ | |
| "p":0.9696233293, | |
| "r":0.9614457831, | |
| "f":0.9655172414 | |
| }, | |
| "Reflex":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Polite":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "Number[psor]":{ | |
| "p":0.9770114943, | |
| "r":0.988372093, | |
| "f":0.9826589595 | |
| }, | |
| "Poss":{ | |
| "p":1.0, | |
| "r":0.9886363636, | |
| "f":0.9942857143 | |
| }, | |
| "Foreign":{ | |
| "p":0.875, | |
| "r":0.7, | |
| "f":0.7777777778 | |
| }, | |
| "Abbr":{ | |
| "p":1.0, | |
| "r":0.4, | |
| "f":0.5714285714 | |
| }, | |
| "Style":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| } | |
| }, | |
| "sents_p":0.8057921635, | |
| "sents_r":0.8386524823, | |
| "sents_f":0.8218940052, | |
| "dep_uas":0.8639535533, | |
| "dep_las":0.8326913415, | |
| "dep_las_per_type":{ | |
| "advmod":{ | |
| "p":0.7794729542, | |
| "r":0.7937853107, | |
| "f":0.7865640308 | |
| }, | |
| "root":{ | |
| "p":0.8398637138, | |
| "r":0.8741134752, | |
| "f":0.8566463944 | |
| }, | |
| "nsubj":{ | |
| "p":0.9073482428, | |
| "r":0.8987341772, | |
| "f":0.9030206677 | |
| }, | |
| "case":{ | |
| "p":0.9097291876, | |
| "r":0.8944773176, | |
| "f":0.9020387867 | |
| }, | |
| "obl":{ | |
| "p":0.7601809955, | |
| "r":0.7826086957, | |
| "f":0.7712318286 | |
| }, | |
| "cc":{ | |
| "p":0.8397626113, | |
| "r":0.8226744186, | |
| "f":0.8311306902 | |
| }, | |
| "conj":{ | |
| "p":0.7506849315, | |
| "r":0.7306666667, | |
| "f":0.7405405405 | |
| }, | |
| "obj":{ | |
| "p":0.868852459, | |
| "r":0.9262135922, | |
| "f":0.8966165414 | |
| }, | |
| "aux":{ | |
| "p":0.8941176471, | |
| "r":0.8862973761, | |
| "f":0.8901903367 | |
| }, | |
| "acl:relcl":{ | |
| "p":0.7719298246, | |
| "r":0.7135135135, | |
| "f":0.7415730337 | |
| }, | |
| "advmod:lmod":{ | |
| "p":0.7846153846, | |
| "r":0.7611940299, | |
| "f":0.7727272727 | |
| }, | |
| "det":{ | |
| "p":0.9048387097, | |
| "r":0.9242174629, | |
| "f":0.9144254279 | |
| }, | |
| "amod":{ | |
| "p":0.8640275387, | |
| "r":0.8566552901, | |
| "f":0.8603256213 | |
| }, | |
| "nmod:poss":{ | |
| "p":0.7087378641, | |
| "r":0.7227722772, | |
| "f":0.7156862745 | |
| }, | |
| "ccomp":{ | |
| "p":0.7419354839, | |
| "r":0.7419354839, | |
| "f":0.7419354839 | |
| }, | |
| "nummod":{ | |
| "p":0.8196721311, | |
| "r":0.8333333333, | |
| "f":0.826446281 | |
| }, | |
| "flat":{ | |
| "p":0.8291139241, | |
| "r":0.8675496689, | |
| "f":0.8478964401 | |
| }, | |
| "compound:prt":{ | |
| "p":0.575, | |
| "r":0.5609756098, | |
| "f":0.5679012346 | |
| }, | |
| "advcl":{ | |
| "p":0.664, | |
| "r":0.7155172414, | |
| "f":0.6887966805 | |
| }, | |
| "mark":{ | |
| "p":0.9201680672, | |
| "r":0.8993839836, | |
| "f":0.9096573209 | |
| }, | |
| "cop":{ | |
| "p":0.8833333333, | |
| "r":0.9085714286, | |
| "f":0.8957746479 | |
| }, | |
| "dep":{ | |
| "p":0.1844660194, | |
| "r":0.358490566, | |
| "f":0.2435897436 | |
| }, | |
| "nmod":{ | |
| "p":0.7558386412, | |
| "r":0.6953125, | |
| "f":0.7243133266 | |
| }, | |
| "iobj":{ | |
| "p":0.875, | |
| "r":0.6363636364, | |
| "f":0.7368421053 | |
| }, | |
| "obl:lmod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "xcomp":{ | |
| "p":0.5714285714, | |
| "r":0.3389830508, | |
| "f":0.4255319149 | |
| }, | |
| "list":{ | |
| "p":0.25, | |
| "r":0.1111111111, | |
| "f":0.1538461538 | |
| }, | |
| "vocative":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "fixed":{ | |
| "p":0.9428571429, | |
| "r":0.8048780488, | |
| "f":0.8684210526 | |
| }, | |
| "expl":{ | |
| "p":0.96875, | |
| "r":0.9117647059, | |
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| "sources":[ | |
| { | |
| "name":"UD Danish DDT v2.8", | |
| "url":"https://github.com/UniversalDependencies/UD_Danish-DDT", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Johannsen, Anders; Mart\u00ednez Alonso, H\u00e9ctor; Plank, Barbara" | |
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| { | |
| "name":"DaNE", | |
| "url":"https://github.com/alexandrainst/danlp/blob/master/docs/datasets.md#danish-dependency-treebank-dane", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Rasmus Hvingelby, Amalie B. Pauli, Maria Barrett, Christina Rosted, Lasse M. Lidegaard, Anders S\u00f8gaard" | |
| }, | |
| { | |
| "name":"Sprogteknologisk orddatabase over det danske sprog", | |
| "url":"https://cst.ku.dk/sto_ordbase/", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Center for Language Technology, University of Copenhagen" | |
| }, | |
| { | |
| "name":"Maltehb/danish-bert-botxo", | |
| "author":"BotXO.ai", | |
| "url":"https://huggingface.co./Maltehb/danish-bert-botxo", | |
| "license":"CC BY 4.0" | |
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| ] | |
| } |