{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"d08044abce5f","filters":{"venue":"Bulletin de l'Association mathématique du Québec"}},"results":[{"id":"W2473544932","doi":"","title":"Claude Lévi-Strauss et les mathématiques","year":2012,"lang":"fr","type":"article","venue":"Bulletin de l'Association mathématique du Québec","topic":"Emile Durkheim and Sociology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Philosophy; Humanities; Levi strauss; Art history; Art","authors":[{"name":"Paul Lavoie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01532482871665598,"gpt":0.2775931177362668,"spread":0.2622682890196109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002608091,0.0009638389,0.000752266,0.00293897,0.002946252,0.00472753,0.0008276563,0.002590655,0.004479657],"category_scores_gemma":[0.006741317,0.0003882617,0.0006247762,0.003031924,0.01107126,0.004949857,0.001801445,0.006764473,0.002533358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008271524,"about_ca_system_score_gemma":0.003075491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01584187,"about_ca_topic_score_gemma":0.007097917,"domain_scores_codex":[0.997189,0.00148496,0.0001089763,0.0003048654,0.0006962532,0.0002158849],"domain_scores_gemma":[0.998019,0.001375046,0.0001538049,0.0001120289,0.000265318,0.00007479493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005653416,0.00000497448,0.0001285448,0.00003899697,0.000006118073,0.00003560124,0.0007842385,0.0003129888,0.00005517204,0.9791365,0.01191332,0.007577899],"study_design_scores_gemma":[0.000008539118,0.00001206103,0.0004217134,0.0001562673,0.000004131166,0.0001478971,0.0002500121,0.001027781,0.0001103448,0.6500053,0.3478363,0.00001956009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01590328,0.4534496,0.03145055,0.161299,0.004259186,0.00002526329,0.0002796099,0.0002959836,0.3330375],"genre_scores_gemma":[0.6153201,0.18092,0.03299688,0.01749201,0.01173067,0.0002596149,0.0003400066,0.0003666471,0.1405741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01584187,"threshold_uncertainty_score":0.06001443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W220537796","doi":"","title":"Quelques notions d'épidémiologie mathématique","year":2013,"lang":"fr","type":"article","venue":"Bulletin de l'Association mathématique du Québec","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"","keywords":"Humanities; Political science; Sociology; Art","authors":[{"name":"Julien Arino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006354200748935329,"gpt":0.2211452226209468,"spread":0.2147910218720115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01098295,0.001147291,0.001271151,0.007386955,0.004149072,0.009093171,0.001732048,0.002964087,0.009461211],"category_scores_gemma":[0.02008552,0.000590834,0.001221545,0.007798584,0.02189659,0.006706311,0.002771025,0.006054861,0.002102491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01795289,"about_ca_system_score_gemma":0.01260898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1945507,"about_ca_topic_score_gemma":0.1320318,"domain_scores_codex":[0.9913692,0.00380508,0.0005581864,0.001585537,0.002113751,0.0005682638],"domain_scores_gemma":[0.9783252,0.0110718,0.001940311,0.002350521,0.005482503,0.0008296893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001542072,0.00001905767,0.002479536,0.0002201445,0.00004622501,0.0000771623,0.001365826,0.000473957,0.0001341782,0.9608539,0.01486801,0.01944668],"study_design_scores_gemma":[0.00001582572,0.00002314459,0.009118726,0.0004587109,0.00003963674,0.0004247965,0.001053008,0.001353773,0.0001901751,0.5647423,0.4225066,0.0000732175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01967247,0.1340057,0.272446,0.2217914,0.01055826,0.0003236892,0.003899255,0.0005808967,0.3367224],"genre_scores_gemma":[0.5393826,0.1136646,0.1502598,0.0444998,0.01655857,0.00149141,0.002539314,0.000344577,0.1312593],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1945507,"threshold_uncertainty_score":0.3868365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2467323802","doi":"","title":"Calcul différentiel : optimiser l'impact dans la formation","year":2013,"lang":"fr","type":"article","venue":"Bulletin de l'Association mathématique du Québec","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"André Ross","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009090811537469844,"gpt":0.2357037829297494,"spread":0.2266129713922795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005887412,0.001428997,0.001476131,0.002471773,0.001381888,0.004662347,0.00225427,0.001535882,0.01237876],"category_scores_gemma":[0.02645761,0.0007882084,0.0007901679,0.002535756,0.002286428,0.00452342,0.002356483,0.001659853,0.001898371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004435443,"about_ca_system_score_gemma":0.007244261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05250937,"about_ca_topic_score_gemma":0.06612112,"domain_scores_codex":[0.9979475,0.0006765151,0.00007328889,0.0004282455,0.0005741845,0.0003002129],"domain_scores_gemma":[0.9905422,0.006042824,0.0005974502,0.0007063557,0.001712338,0.0003988171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006582868,0.0002986992,0.02361592,0.0005350139,0.0001683141,0.0001645491,0.001118902,0.5056253,0.002660083,0.04923616,0.01131725,0.4046015],"study_design_scores_gemma":[0.0000986484,0.0001977339,0.004804614,0.0002192166,0.0001067186,0.00007286701,0.000565936,0.9403462,0.002380218,0.03902645,0.01213959,0.00004181731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2339248,0.00620466,0.6757637,0.004615817,0.0005510958,0.0003519736,0.0006340557,0.002593451,0.07536051],"genre_scores_gemma":[0.7097681,0.001251862,0.2661093,0.0006084908,0.0001427649,0.0002339552,0.000737599,0.000993956,0.02015396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9474906,"threshold_uncertainty_score":0.1044074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2470173439","doi":"","title":"La modélisation-simulation en mathématiques","year":2010,"lang":"fr","type":"article","venue":"Bulletin de l'Association mathématique du Québec","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Maple; Philosophy","authors":[{"name":"Philippe Etchecopar","is_ca":false},{"name":"Jean-Philippe Villeneuve","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00876908354217123,"gpt":0.2408648836454534,"spread":0.2320958001032822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001445511,0.0009466534,0.00110096,0.0008400648,0.0009970702,0.002060469,0.001339326,0.00137957,0.007908103],"category_scores_gemma":[0.00422555,0.0005350472,0.001265706,0.001325722,0.001815271,0.001800985,0.002106466,0.0027502,0.002315752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870308,"about_ca_system_score_gemma":0.003291158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03534431,"about_ca_topic_score_gemma":0.02046103,"domain_scores_codex":[0.9985336,0.0007593273,0.00004983351,0.0001346295,0.0004461497,0.00007642154],"domain_scores_gemma":[0.9985576,0.0008456457,0.00006689571,0.0002254206,0.0002549707,0.00004947943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000762525,0.00007042492,0.001366721,0.0006267286,0.0001080694,0.0001679899,0.0004039423,0.350296,0.003686736,0.5811706,0.007102497,0.05492403],"study_design_scores_gemma":[0.00003907854,0.00004505983,0.0007041839,0.0001364276,0.00003028964,0.000105008,0.00008310163,0.7655061,0.002460492,0.1472376,0.08361056,0.00004209089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01025436,0.003936254,0.9474472,0.002284452,0.0006244644,0.0001560642,0.0005839975,0.001041237,0.03367189],"genre_scores_gemma":[0.3597316,0.009306762,0.5743464,0.0007026694,0.0005936542,0.00103556,0.0009325571,0.0006884306,0.05266242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03534431,"threshold_uncertainty_score":0.07027715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}