{"meta":{"query_hash":"c070ab553d61","filters":{"venue":"Médiévales"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c070ab553d61","api":"https://metacan.xera.ac/api/v1/cohort?venue=M%C3%A9di%C3%A9vales"},"results":[{"id":"W1636899642","doi":"10.4000/medievales.7098","title":"Un homme, une femme et des enfants : autour du couple dans quelques images du haut Moyen Âge","year":2013,"lang":"fr","type":"article","venue":"Médiévales","topic":"Medieval and Early Modern Justice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Paul University","funders":"","keywords":"Humanities; Art; Philosophy","score_opus":0.030244785993063704,"score_gpt":0.28766695430577005,"score_spread":0.25742216831270637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1636899642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4933942,0.027180912,0.0025754161,0.0362744,0.0010465933,0.000026803611,0.00018773522,0.00005365169,0.43926033],"genre_scores_gemma":[0.9635461,0.0031139154,0.00027102442,0.0012004373,0.0001743625,0.000012605243,0.000019930425,0.000024514304,0.031637084],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994634,0.00035579514,0.000007326185,0.0000482363,0.000048565686,0.00007676806],"domain_scores_gemma":[0.9995877,0.00022118671,0.000054161294,0.000021922242,0.000040625022,0.00007433704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009964544,0.00043450686,0.00020322998,0.0007065964,0.0085146995,0.0033547317,0.00032531205,0.0011910354,0.0048819208],"category_scores_gemma":[0.0012957299,0.00020761846,0.00013466133,0.0006008584,0.011877915,0.0030878831,0.0017367624,0.0023445238,0.00037667592],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041393218,0.000006270575,0.0008303646,0.000037698373,0.000004001237,0.0005487993,0.86196387,0.000017835442,0.00028308155,0.12453438,0.00601517,0.0057171094],"study_design_scores_gemma":[0.00000816257,0.00003679905,0.0058627483,0.00026421773,0.000014915664,0.0012597005,0.50314367,0.00007848015,0.0004145954,0.012062492,0.47683385,0.000020435355],"about_ca_topic_score_codex":0.033357773,"about_ca_topic_score_gemma":0.06892933,"teacher_disagreement_score":0.033357773,"about_ca_system_score_codex":0.0029202797,"about_ca_system_score_gemma":0.00096476683,"threshold_uncertainty_score":0.066327214},"labels":[],"label_agreement":null},{"id":"W1787993326","doi":"10.4000/medievales.5802","title":"Les harangues de la bataille de l’Étendard (1138)","year":2009,"lang":"fr","type":"article","venue":"Médiévales","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bibliographical Society of Canada","funders":"","keywords":"Humanities; Art; Philosophy","score_opus":0.02049265555739745,"score_gpt":0.263880108127174,"score_spread":0.24338745256977654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1787993326","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43131116,0.008669214,0.004447031,0.0057522743,0.001481122,0.000059824164,0.00043806568,0.000108950444,0.54773235],"genre_scores_gemma":[0.6610413,0.0011728259,0.0013462887,0.000533892,0.00010356901,0.000022705723,0.00012747906,0.00007450922,0.3355774],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996019,0.00010813416,0.000007693559,0.000079128564,0.00009696412,0.000106079075],"domain_scores_gemma":[0.9997067,0.000104199964,0.000031414766,0.000025458949,0.000058919995,0.000073273295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047549699,0.00030858803,0.0001957723,0.0006491013,0.008349728,0.0025802439,0.000351479,0.00095387927,0.020518212],"category_scores_gemma":[0.0008793045,0.0003020312,0.000163475,0.00073389726,0.00350892,0.0008511414,0.0015340077,0.002504883,0.0020153096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047020274,0.00006186333,0.029497799,0.00028808616,0.000032652333,0.007051296,0.48445714,0.0003404064,0.0065513416,0.28898323,0.056048956,0.12621696],"study_design_scores_gemma":[0.000006887021,0.000039270883,0.019051613,0.000118391865,0.000006278693,0.0010292887,0.031698268,0.000043160213,0.0006589185,0.0013626722,0.94596064,0.000024644445],"about_ca_topic_score_codex":0.057978675,"about_ca_topic_score_gemma":0.25378004,"teacher_disagreement_score":0.057978675,"about_ca_system_score_codex":0.0027235718,"about_ca_system_score_gemma":0.001186149,"threshold_uncertainty_score":0.11528242},"labels":[],"label_agreement":null},{"id":"W1914297205","doi":"10.4000/medievales.1598","title":"Boccace, « de Canarie et d'autres îles nouvellement découvertes dans l'Océan, au large de l'Espagne »","year":2004,"lang":"fr","type":"article","venue":"Médiévales","topic":"Archaeological and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canarie","funders":"","keywords":"Humanities; Geology; Art","score_opus":0.023142898491705425,"score_gpt":0.245445898380402,"score_spread":0.2223029998886966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1914297205","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08392969,0.012144574,0.0029524195,0.01660578,0.002875192,0.00014176586,0.0009968498,0.0004466439,0.8799071],"genre_scores_gemma":[0.27380136,0.0029784574,0.0033810153,0.0050958022,0.00024183761,0.0001315909,0.00054157537,0.00018466213,0.71364367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9995702,0.00006830094,0.000015775906,0.00007681311,0.00015199716,0.00011690471],"domain_scores_gemma":[0.9994411,0.00016674506,0.000059632002,0.000051972987,0.00016171491,0.00011882153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005309218,0.0004905459,0.00022033793,0.0012659668,0.0071327793,0.0032617983,0.0005521404,0.0013844775,0.011363396],"category_scores_gemma":[0.0013871824,0.00025071017,0.00025346744,0.0013228989,0.0035884052,0.0008551687,0.0019104304,0.0028012295,0.0017678274],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000410628,0.00005178994,0.023157578,0.00071031606,0.000038424376,0.001551888,0.10658298,0.0002797919,0.006744824,0.440384,0.21366166,0.2064261],"study_design_scores_gemma":[0.000004379183,0.000010874479,0.0082323,0.00008166015,0.0000050223334,0.00014178577,0.0018550331,0.000015476797,0.00030697836,0.0008636654,0.98847175,0.000011055622],"about_ca_topic_score_codex":0.32106167,"about_ca_topic_score_gemma":0.6959741,"teacher_disagreement_score":0.32106167,"about_ca_system_score_codex":0.0052257297,"about_ca_system_score_gemma":0.007517099,"threshold_uncertainty_score":0.6383858},"labels":[],"label_agreement":null},{"id":"W1969985787","doi":"10.4000/medievales.7181","title":"Harmonie et disharmonie","year":2014,"lang":"fr","type":"article","venue":"Médiévales","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.04138226929092173,"score_gpt":0.2979798149977734,"score_spread":0.25659754570685167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969985787","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08174267,0.013364819,0.006692441,0.0070951246,0.00059994974,0.000026391142,0.00006443716,0.00004419794,0.8903701],"genre_scores_gemma":[0.88580745,0.0036328228,0.0011550081,0.0008484175,0.00044426412,0.000023072123,0.000038698054,0.000041624786,0.108008765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917346,0.00038524848,0.000029342347,0.00013473818,0.00019060602,0.00008662724],"domain_scores_gemma":[0.99949825,0.0002100797,0.0001005388,0.00006714422,0.000072614064,0.000051349652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080076046,0.0003107029,0.00013602752,0.0007423787,0.0024533698,0.0036176788,0.0003261076,0.00086414535,0.0056704055],"category_scores_gemma":[0.0016947621,0.00013014123,0.00011124956,0.000715468,0.015548618,0.002511791,0.002059549,0.0014439017,0.00073461205],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003394432,0.000009610572,0.00095403753,0.00009189351,0.000008962994,0.00022476594,0.046442147,0.00008339246,0.0010365357,0.92657727,0.004535641,0.020001829],"study_design_scores_gemma":[0.000023695178,0.00009393556,0.0126409,0.00023389759,0.000018576931,0.001226111,0.03211217,0.0002636808,0.0013012683,0.19663976,0.7554165,0.000029583658],"about_ca_topic_score_codex":0.0038378485,"about_ca_topic_score_gemma":0.006445977,"teacher_disagreement_score":0.0056704055,"about_ca_system_score_codex":0.0015656032,"about_ca_system_score_gemma":0.00082307943,"threshold_uncertainty_score":0.018969357},"labels":[],"label_agreement":null},{"id":"W2005994535","doi":"10.3406/medi.2002.1536","title":"La lemmatisation et l'encodage grammatical permettent-ils de reconnaître l'auteur d'un texte ?","year":2002,"lang":"en","type":"article","venue":"Médiévales","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Lemmatisation; Linguistics; Authorship attribution; Computer science; Artificial intelligence; Point (geometry); Corpus linguistics; Natural language processing; Humanities; Philosophy; Mathematics","score_opus":0.023424281505212072,"score_gpt":0.27066786598253234,"score_spread":0.24724358447732026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005994535","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34484506,0.008320478,0.54742587,0.016964762,0.0013282715,0.0001594429,0.0010898543,0.0017751919,0.07809113],"genre_scores_gemma":[0.8144999,0.0024315438,0.17133966,0.0005036527,0.00037476886,0.000105607345,0.00046423872,0.00073226966,0.009548275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971073,0.00165325,0.00021828103,0.00054586236,0.00032460937,0.00015077075],"domain_scores_gemma":[0.9914703,0.004699314,0.0010793522,0.0016952044,0.00093853,0.00011730412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033256393,0.00046259694,0.00051233434,0.001782171,0.0010641149,0.0058517107,0.0006020175,0.001038592,0.006126456],"category_scores_gemma":[0.016599521,0.0003770061,0.00049772894,0.0027666893,0.005775795,0.009599002,0.0010244655,0.0014053482,0.002819234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004313104,0.00008752947,0.023039645,0.0006450908,0.00009772853,0.00064326223,0.013903298,0.0014208702,0.033088714,0.50422585,0.00483073,0.41758588],"study_design_scores_gemma":[0.00009083248,0.00025958195,0.049196538,0.00079108815,0.00016698448,0.0037279746,0.021245534,0.024848288,0.056209266,0.48512793,0.35811725,0.00021877365],"about_ca_topic_score_codex":0.0015772247,"about_ca_topic_score_gemma":0.0022282233,"teacher_disagreement_score":0.006126456,"about_ca_system_score_codex":0.0011565165,"about_ca_system_score_gemma":0.0011388579,"threshold_uncertainty_score":0.020495057},"labels":[],"label_agreement":null},{"id":"W2099042815","doi":"10.4000/medievales.6856","title":"Dieu, les autres et moi : La hiérarchie des dilections à la fin du Moyen Âge","year":2012,"lang":"fr","type":"article","venue":"Médiévales","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AMT Die Casting (Canada)","funders":"","keywords":"Humanities; Philosophy","score_opus":0.03660824136056852,"score_gpt":0.2498210667044812,"score_spread":0.21321282534391267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099042815","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3974821,0.008932702,0.0027395515,0.009114941,0.0003020638,0.00003935019,0.00017117476,0.000060224997,0.5811579],"genre_scores_gemma":[0.9184515,0.0023871358,0.0010002545,0.00055095885,0.000077716955,0.000029512606,0.00006167137,0.000050904582,0.07739039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988446,0.00044208943,0.00003262881,0.00016775678,0.000202614,0.00031017666],"domain_scores_gemma":[0.9991553,0.00021955026,0.0001604075,0.0000900019,0.00019542404,0.00017928741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015133173,0.0002678258,0.0002467574,0.0015354522,0.0087894555,0.005264669,0.00047129524,0.00082482473,0.006159142],"category_scores_gemma":[0.0022978703,0.00020037805,0.00016941673,0.0015057256,0.008451231,0.004231111,0.0035734773,0.0024509672,0.0008095788],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053219934,0.000011337403,0.006780144,0.00005883756,0.000008492076,0.00022647448,0.40014622,0.00006107401,0.0004822258,0.5513622,0.0036272567,0.03718248],"study_design_scores_gemma":[0.0000061942524,0.00005800935,0.025995474,0.00023347091,0.000012856644,0.00047261745,0.1491351,0.00007540527,0.0004575605,0.026971929,0.7965471,0.000034272063],"about_ca_topic_score_codex":0.027348565,"about_ca_topic_score_gemma":0.066770494,"teacher_disagreement_score":0.027348565,"about_ca_system_score_codex":0.0036498203,"about_ca_system_score_gemma":0.0025484143,"threshold_uncertainty_score":0.054378808},"labels":[],"label_agreement":null},{"id":"W2558115258","doi":"10.4000/medievales.7998","title":"Le Roman d’Aubéron. Une lecture texte/images","year":2016,"lang":"fr","type":"article","venue":"Médiévales","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art; Prologue; Philosophy; Literature","score_opus":0.011878990379108402,"score_gpt":0.19550949864193035,"score_spread":0.18363050826282196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558115258","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011828721,0.040612377,0.0014146294,0.008514223,0.004358691,0.000020160562,0.00007288276,0.00009869975,0.93307966],"genre_scores_gemma":[0.1878247,0.01122313,0.0011878861,0.0018990181,0.0013803071,0.000026877182,0.00008051747,0.00019146962,0.7961861],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942267,0.00024959972,0.000014864457,0.000083228515,0.00014867994,0.00008094172],"domain_scores_gemma":[0.99978226,0.000068499285,0.000026586955,0.000029333387,0.000048564412,0.00004479864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000542323,0.00053595856,0.000215152,0.0006804593,0.003418317,0.0041932105,0.0002876853,0.0009989147,0.024672534],"category_scores_gemma":[0.0011618985,0.00018442073,0.00017954953,0.00060107495,0.0042430335,0.0021718845,0.0012919344,0.001680925,0.0046138074],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014092251,0.000021184778,0.0005153811,0.00024832762,0.000005519091,0.0004947239,0.030296369,0.000118655065,0.0014095872,0.66588485,0.19215643,0.10870812],"study_design_scores_gemma":[0.0000031602194,0.000010773234,0.00059806916,0.00010636818,0.0000014718069,0.00016359972,0.0016272856,0.000023108525,0.00023603537,0.0043336465,0.99289316,0.000003413973],"about_ca_topic_score_codex":0.009366083,"about_ca_topic_score_gemma":0.021108653,"teacher_disagreement_score":0.024672534,"about_ca_system_score_codex":0.0030586934,"about_ca_system_score_gemma":0.0016355825,"threshold_uncertainty_score":0.08253789},"labels":[],"label_agreement":null},{"id":"W2735143969","doi":"","title":"The Viewpoint of Posterity: The Age of Discoveries Seen through the 17th and 18th Centuries","year":2010,"lang":"en","type":"article","venue":"Médiévales","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Quarter (Canadian coin); Politics; Classics; Phenomenon; Ancient history; Geography; Archaeology; Philosophy; Epistemology; Law; Political science","score_opus":0.017154756368462414,"score_gpt":0.22064585436341352,"score_spread":0.2034910979949511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735143969","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19180204,0.06466366,0.0021455742,0.07401179,0.0047735386,0.000030818337,0.00036630523,0.00014015604,0.6620662],"genre_scores_gemma":[0.9275862,0.023341214,0.00073502166,0.0032847964,0.0026813422,0.000025051617,0.00012993926,0.00015622823,0.04206025],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99741864,0.0008839491,0.0000855988,0.000385838,0.00074016384,0.0004858455],"domain_scores_gemma":[0.99655735,0.0015546731,0.0006614359,0.00029206654,0.00039199207,0.0005424265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042663137,0.00032745692,0.00046243385,0.0019028988,0.009640629,0.009928325,0.00066670164,0.0017818004,0.008958434],"category_scores_gemma":[0.009320768,0.00044425967,0.00021743991,0.0021531465,0.020769935,0.01078527,0.005786399,0.0060201823,0.0011130511],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009285603,0.000014465974,0.0023784025,0.0002166126,0.000008014823,0.00074585073,0.4937336,0.000046736972,0.00042235496,0.45575905,0.01656697,0.030015118],"study_design_scores_gemma":[0.000011797005,0.0000345992,0.003216417,0.00044422338,0.0000051596357,0.0005140977,0.0488383,0.000019695259,0.00017177321,0.014160242,0.93256575,0.000017922117],"about_ca_topic_score_codex":0.008481681,"about_ca_topic_score_gemma":0.012601337,"teacher_disagreement_score":0.009928325,"about_ca_system_score_codex":0.0046152137,"about_ca_system_score_gemma":0.0030341344,"threshold_uncertainty_score":0.03348589},"labels":[],"label_agreement":null},{"id":"W2787721620","doi":"10.4000/medievales.8216","title":"H(istoires) U(niverselles) 15 : un portail numérique pour textes en mal d’édition","year":2017,"lang":"fr","type":"article","venue":"Médiévales","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.1436885078184644,"score_gpt":0.29708432338963364,"score_spread":0.15339581557116924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787721620","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08047683,0.009997447,0.06522201,0.042872276,0.0058766855,0.0004486338,0.00097441196,0.0010241056,0.7931076],"genre_scores_gemma":[0.69982636,0.0045640212,0.045559727,0.0029527794,0.0015541352,0.00034980467,0.0005944332,0.00078405795,0.24381468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941624,0.0020942471,0.00037860285,0.00054681895,0.0023546747,0.00046331814],"domain_scores_gemma":[0.988457,0.005384086,0.00065931224,0.0013358231,0.0032773723,0.0008863369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065804045,0.00048190553,0.00047370192,0.0036414703,0.008160709,0.012623125,0.0014794483,0.0018299286,0.013891362],"category_scores_gemma":[0.015007592,0.00032225548,0.00043215646,0.0030412509,0.016650097,0.006728966,0.004881061,0.0032664912,0.0019730257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007090188,0.000018361587,0.0016679472,0.00023674905,0.000008297958,0.00022515407,0.046259966,0.00023894178,0.0012983935,0.86327475,0.0263389,0.060361724],"study_design_scores_gemma":[0.000012955339,0.000023015597,0.0029219252,0.0003258319,0.000010182048,0.00022828336,0.014882239,0.00040741247,0.0017339758,0.036860734,0.94255227,0.000041187024],"about_ca_topic_score_codex":0.22249836,"about_ca_topic_score_gemma":0.30282673,"teacher_disagreement_score":0.22249836,"about_ca_system_score_codex":0.023103887,"about_ca_system_score_gemma":0.025139276,"threshold_uncertainty_score":0.44240654},"labels":[],"label_agreement":null},{"id":"W3093094309","doi":"10.4000/medievales.11097","title":"La fabrique d’une loi","year":2020,"lang":"fr","type":"article","venue":"Médiévales","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College Saint-Jean","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.03643014562010224,"score_gpt":0.21799904324852973,"score_spread":0.18156889762842748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093094309","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0476624,0.006441051,0.0038424537,0.025949694,0.000342882,0.000034750607,0.00008214458,0.000100035795,0.9155445],"genre_scores_gemma":[0.7134124,0.0021242215,0.001134422,0.0022947106,0.0003132974,0.00004638854,0.000051509338,0.00011370197,0.28050926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984524,0.0005352728,0.000025365973,0.00023620868,0.00029117853,0.000459632],"domain_scores_gemma":[0.9992065,0.00022623967,0.00012909004,0.00014790003,0.0001461056,0.00014411971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016318167,0.0003353284,0.00019104272,0.0010188905,0.008492993,0.007909099,0.0006722029,0.0014588471,0.008934121],"category_scores_gemma":[0.0027764747,0.00024279032,0.00022066274,0.0009615889,0.020868944,0.0038994725,0.0037509776,0.0036321122,0.0011621447],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000133029735,0.0000074174854,0.00054047495,0.000029887678,0.000002069496,0.00009083177,0.0398394,0.00006155182,0.00025272154,0.9397661,0.009261311,0.010134915],"study_design_scores_gemma":[0.000007565913,0.000021571233,0.0027879733,0.00018071262,0.0000049055134,0.00010146789,0.011289409,0.0000958881,0.00046993917,0.031847786,0.9531756,0.000017094417],"about_ca_topic_score_codex":0.05402401,"about_ca_topic_score_gemma":0.08683199,"teacher_disagreement_score":0.05402401,"about_ca_system_score_codex":0.01624009,"about_ca_system_score_gemma":0.006723006,"threshold_uncertainty_score":0.117830634},"labels":[],"label_agreement":null},{"id":"W3208386337","doi":"10.4000/medievales.11647","title":"Vida Alice Tyrrell, Merovingian Letters and Letter Writers","year":2020,"lang":"en","type":"article","venue":"Médiévales","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alice (programming language); Art; History; Art history; Literature","score_opus":0.03295991850094302,"score_gpt":0.18462700759607584,"score_spread":0.15166708909513282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208386337","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025723843,0.22232103,0.00057576183,0.41967884,0.027018776,0.000024702906,0.0006535571,0.00010999627,0.30389345],"genre_scores_gemma":[0.26564446,0.06585267,0.0007070028,0.026721245,0.0072992328,0.00004751409,0.00027229966,0.00026918115,0.6331864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991473,0.00028652934,0.000032087177,0.00012470296,0.0002557804,0.0001537043],"domain_scores_gemma":[0.99776924,0.0011766569,0.0001961194,0.000103151135,0.0003697921,0.000385024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011200898,0.00031965616,0.0002628917,0.00080448826,0.008735531,0.0062412177,0.00033292818,0.0015627355,0.010890183],"category_scores_gemma":[0.0043871203,0.00035030648,0.00009397386,0.001117879,0.0036106226,0.0023596943,0.0018465996,0.003024759,0.0028282218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058416095,0.000008756438,0.0010131409,0.0001573965,0.000004275095,0.00015811822,0.031458385,0.000027051534,0.00022627022,0.08042576,0.863489,0.022973517],"study_design_scores_gemma":[0.0000018569567,0.0000022653178,0.0012066888,0.000098682256,0.0000010011054,0.000053336513,0.004205663,0.000006918281,0.00007159213,0.0011016338,0.9932459,0.0000043901064],"about_ca_topic_score_codex":0.042613853,"about_ca_topic_score_gemma":0.1402924,"teacher_disagreement_score":0.042613853,"about_ca_system_score_codex":0.004737718,"about_ca_system_score_gemma":0.003966096,"threshold_uncertainty_score":0.08473164},"labels":[],"label_agreement":null},{"id":"W4231873492","doi":"10.4000/medievales.6584","title":"Noëlle Deflou-Leca, Saint-Germain d’Auxerre et ses dépendances (ve-xiiie siècle). Un monastère dans la société du haut Moyen Âge","year":2011,"lang":"fr","type":"article","venue":"Médiévales","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Geography; Humanities; Geology; Philosophy","score_opus":0.02805069142440424,"score_gpt":0.22973604960532107,"score_spread":0.20168535818091682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231873492","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18195866,0.07445944,0.0009497789,0.036765885,0.0011612888,0.00003078475,0.00026232202,0.000060100672,0.70435166],"genre_scores_gemma":[0.73351187,0.007601123,0.00038306456,0.002105436,0.0001451553,0.000021112006,0.000063718515,0.00003829707,0.25613022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970573,0.00010462246,0.000006041341,0.000044381042,0.000054679913,0.00008444191],"domain_scores_gemma":[0.99984086,0.00005703982,0.000025174699,0.000008391137,0.000025195257,0.000043393524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003618316,0.00024844438,0.00012318436,0.0005671608,0.006490274,0.002766967,0.0002843802,0.0009310854,0.0072969967],"category_scores_gemma":[0.0007014885,0.00016056388,0.0001080914,0.0006215308,0.0046277386,0.001075388,0.0014683078,0.002231132,0.0006523482],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012278765,0.000028748196,0.005165902,0.0001634684,0.000012707576,0.0010901423,0.22032149,0.00009614158,0.000768416,0.63281435,0.06622639,0.073189415],"study_design_scores_gemma":[0.00000532428,0.000017411352,0.016117679,0.00015853603,0.0000041388807,0.0002407417,0.016438778,0.000026631049,0.00032834816,0.0053033005,0.96134883,0.000010153105],"about_ca_topic_score_codex":0.1815092,"about_ca_topic_score_gemma":0.42052662,"teacher_disagreement_score":0.1815092,"about_ca_system_score_codex":0.005930715,"about_ca_system_score_gemma":0.002293588,"threshold_uncertainty_score":0.3609054},"labels":[],"label_agreement":null},{"id":"W4235105102","doi":"10.4000/medievales.7300","title":"Anne-Zoé Rillon-Marne, « Homo considera ». La Pastorale lyrique de Philippe le Chancelier. Une étude des conduits monodiques","year":2014,"lang":"fr","type":"article","venue":"Médiévales","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Art; Humanities","score_opus":0.0225447814455636,"score_gpt":0.23023733606753613,"score_spread":0.20769255462197253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235105102","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07100291,0.32583493,0.0034852342,0.17584892,0.0038612771,0.00009505397,0.0004083379,0.0001360626,0.41932726],"genre_scores_gemma":[0.7301272,0.05600052,0.001319119,0.009050105,0.0015565107,0.00011410935,0.00011396014,0.00013186177,0.20158668],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99946934,0.0003014537,0.000011325107,0.00005968006,0.00009353599,0.000064673324],"domain_scores_gemma":[0.9993845,0.0003562645,0.0000830627,0.00003200328,0.00007540856,0.00006876054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008831557,0.0005409538,0.00020528896,0.000704909,0.0046340334,0.002842734,0.00073893997,0.0015140796,0.0074397908],"category_scores_gemma":[0.001736717,0.00021680727,0.00015527332,0.00072073983,0.0049760924,0.0034348397,0.0014519535,0.0032164948,0.0010922322],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002276919,0.000052263666,0.0029000542,0.00029925597,0.000020562451,0.0008745729,0.23627503,0.0001099771,0.0008371358,0.56235033,0.14345598,0.052597154],"study_design_scores_gemma":[0.000016376049,0.000044060896,0.009992981,0.0004159936,0.000011147162,0.000527871,0.04754455,0.00009515084,0.0006945519,0.023870187,0.9167576,0.000029493425],"about_ca_topic_score_codex":0.03731377,"about_ca_topic_score_gemma":0.07763043,"teacher_disagreement_score":0.03731377,"about_ca_system_score_codex":0.0024314518,"about_ca_system_score_gemma":0.0012721453,"threshold_uncertainty_score":0.07419312},"labels":[],"label_agreement":null},{"id":"W4253668945","doi":"10.4000/medievales.6589","title":"Ad Libros ! Mélanges d’études médiévales offerts à Denise Angers et Joseph-Claude Poulin","year":2011,"lang":"fr","type":"article","venue":"Médiévales","topic":"Medieval and Early Modern Justice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.1289090800133975,"score_gpt":0.313695433725497,"score_spread":0.18478635371209953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253668945","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09839459,0.28467533,0.0042383918,0.17292574,0.026310354,0.000046195037,0.00047323253,0.0003415982,0.41259453],"genre_scores_gemma":[0.54297453,0.09246431,0.0026288952,0.015079776,0.016750595,0.00010766171,0.00020721744,0.0005127576,0.32927424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984937,0.0009046413,0.000050386225,0.00013532439,0.00032956302,0.00008640961],"domain_scores_gemma":[0.9972886,0.0017889838,0.00020657576,0.00021444334,0.0002958491,0.00020548076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017173846,0.0005084804,0.00040580778,0.0020024318,0.005576968,0.0057444535,0.0004801713,0.0013664054,0.010460909],"category_scores_gemma":[0.005444323,0.00026896785,0.00019223869,0.0018721243,0.006427305,0.0041595255,0.0030846773,0.0032911333,0.001669801],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001846133,0.00008042319,0.0021151481,0.0007363705,0.000041775158,0.00077692745,0.25706774,0.000151245,0.00145794,0.34073144,0.29534847,0.10130791],"study_design_scores_gemma":[0.000003794369,0.000015957745,0.0014741461,0.00025141847,0.000006192073,0.00025214723,0.015908401,0.000028463932,0.00031293803,0.004782874,0.97695094,0.000012630504],"about_ca_topic_score_codex":0.0059493966,"about_ca_topic_score_gemma":0.015687082,"teacher_disagreement_score":0.010460909,"about_ca_system_score_codex":0.0025239824,"about_ca_system_score_gemma":0.0011490373,"threshold_uncertainty_score":0.034995258},"labels":[],"label_agreement":null},{"id":"W4410591330","doi":"10.4000/1401n","title":"Reposer auprès de ses proches : la sépulture à Montpellier à la fin du Moyen Âge","year":2024,"lang":"fr","type":"article","venue":"Médiévales","topic":"Medieval and Early Modern Justice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Humanities; Art","score_opus":0.02786460439951444,"score_gpt":0.2865298057051159,"score_spread":0.25866520130560144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410591330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793284,0.00043504135,0.00033941047,0.00026615238,0.000018779516,0.00002031999,0.0004267883,0.0000062016275,0.0191589],"genre_scores_gemma":[0.98735654,0.00019306238,0.00024722368,0.000057877194,0.000015709826,0.000024603673,0.00020221171,0.000005079952,0.011897826],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936813,0.00019296638,0.000018832265,0.0001029637,0.000116909505,0.00020024383],"domain_scores_gemma":[0.9984621,0.0006020827,0.00040244387,0.000088312496,0.00021645303,0.0002286121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007372536,0.00017565076,0.00014948277,0.0007981353,0.0015783132,0.0013711897,0.0003748142,0.0002352854,0.011631793],"category_scores_gemma":[0.0019751978,0.00010596658,0.00013311477,0.0011499696,0.0008464955,0.00051697326,0.00083726464,0.0004979484,0.00075722113],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008569839,0.0001056239,0.6902804,0.0005598188,0.000114099545,0.0017198435,0.13081576,0.00079195946,0.0051299524,0.02080857,0.006793692,0.14202327],"study_design_scores_gemma":[0.00001224109,0.00019588154,0.8701532,0.00013234607,0.00003128022,0.000252562,0.06142503,0.00019056453,0.0010347109,0.0005694526,0.06598489,0.000017903852],"about_ca_topic_score_codex":0.049698222,"about_ca_topic_score_gemma":0.1843975,"teacher_disagreement_score":0.049698222,"about_ca_system_score_codex":0.0017599344,"about_ca_system_score_gemma":0.0010965901,"threshold_uncertainty_score":0.098817945},"labels":[],"label_agreement":null}]}