{"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":"ad12ee134c4f","filters":{"venue":"Education permanente"}},"results":[{"id":"W68067074","doi":"","title":"Sujet(s), societé(s) et autoformation: regards croisés du Québec et de France","year":2006,"lang":"fr","type":"article","venue":"Education permanente","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Nicole Tremblay","is_ca":false},{"name":"Jérôme Éneau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009402783562963838,"gpt":0.3123205686675186,"spread":0.3029177851045548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001108467,0.0002453152,0.0003462259,0.002185304,0.00682968,0.003629552,0.0007986588,0.0008354377,0.006651514],"category_scores_gemma":[0.002073516,0.0001331332,0.0002173937,0.00312982,0.004537512,0.001215567,0.001793817,0.001088244,0.0002346333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03079778,"about_ca_system_score_gemma":0.02446557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980583,"about_ca_topic_score_gemma":0.9914674,"domain_scores_codex":[0.998989,0.0002254644,0.00002493681,0.0001267784,0.0002176709,0.0004161251],"domain_scores_gemma":[0.997895,0.000374631,0.0003563753,0.00007082129,0.0006598831,0.0006432834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000164242,0.0001175202,0.5207706,0.0002889586,0.00008429755,0.00147347,0.2482489,0.001136709,0.001400956,0.09379041,0.007702536,0.1248215],"study_design_scores_gemma":[0.000007040329,0.0000685068,0.8411733,0.0002259922,0.00002485455,0.0002238288,0.09358758,0.0004735208,0.0001918585,0.0009461564,0.06303175,0.00004561387],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694727,0.003122972,0.0004159004,0.003071392,0.00004148691,0.00001691801,0.0002024701,0.00001438211,0.02364178],"genre_scores_gemma":[0.9857159,0.0009991376,0.0001260215,0.0001567764,0.00001147866,0.000009868788,0.00006859939,0.000005730325,0.01290649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03079778,"threshold_uncertainty_score":0.2234546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W180353762","doi":"","title":"Regards croisés sur la professionnalisation des médiations sociales en France et au Québec","year":2011,"lang":"fr","type":"article","venue":"Education permanente","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Fathi Ben Mrad","is_ca":false},{"name":"Mylène Jaccoud","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2681974275231387,"gpt":0.4620309837702469,"spread":0.1938335562471081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004285702,0.000514166,0.0006554786,0.002917334,0.01063013,0.004068652,0.001751894,0.00251645,0.01420613],"category_scores_gemma":[0.009550274,0.0004467487,0.0006644014,0.003685612,0.004424121,0.002023559,0.002771461,0.003696869,0.0006135476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05093591,"about_ca_system_score_gemma":0.06718216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9798182,"about_ca_topic_score_gemma":0.9862289,"domain_scores_codex":[0.9946096,0.001503476,0.0001883876,0.0004299961,0.0009753701,0.002293167],"domain_scores_gemma":[0.9909596,0.002616131,0.001014371,0.0002779527,0.003104959,0.002026935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001010793,0.0005938334,0.4660939,0.000879031,0.000528824,0.006237132,0.1818843,0.003349594,0.002404889,0.1203479,0.04214912,0.1745207],"study_design_scores_gemma":[0.00008284883,0.0001593671,0.7355214,0.0006618135,0.00007822492,0.000680931,0.07752331,0.0006508292,0.0003423208,0.001086271,0.1831231,0.00008965402],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906862,0.02611319,0.0006704014,0.02143994,0.0004624375,0.00007052827,0.0008105551,0.00004489741,0.04352605],"genre_scores_gemma":[0.9601272,0.004762813,0.0002126731,0.001077905,0.0001441447,0.0000448101,0.0002128792,0.00001481863,0.03340285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9798182,"threshold_uncertainty_score":0.3695676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W75261121","doi":"","title":"L'apprentissage virtuel en milieu professionnel: dix entreprises manufacturières au Québec","year":2007,"lang":"fr","type":"article","venue":"Education permanente","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","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; Sociology; Philosophy","authors":[{"name":"Louise Marchand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01387716462152448,"gpt":0.2660096455612685,"spread":0.252132480939744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001684891,0.0004211035,0.0004955418,0.001235607,0.01776289,0.003134329,0.0009604481,0.001070184,0.00607215],"category_scores_gemma":[0.002418312,0.0004069368,0.0002554203,0.001477045,0.003852671,0.0009465763,0.002197755,0.001792171,0.0004893762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01732899,"about_ca_system_score_gemma":0.01632622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8776823,"about_ca_topic_score_gemma":0.969529,"domain_scores_codex":[0.9984515,0.0003915378,0.00004086942,0.0001622103,0.0003689225,0.0005849241],"domain_scores_gemma":[0.9965219,0.00083277,0.0003792767,0.00008416946,0.0009919568,0.001189854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001177074,0.000414694,0.07515586,0.0001252422,0.00001352693,0.001763558,0.8789132,0.0001128442,0.002431685,0.001416952,0.001876303,0.03765848],"study_design_scores_gemma":[0.00001232747,0.0002855894,0.1849619,0.0001187092,0.00001496204,0.0003827482,0.7785127,0.0002134124,0.0005028835,0.0001107663,0.03484437,0.00003953943],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959791,0.0002825642,0.0001129378,0.0003786741,0.00001606437,0.00002513378,0.00002485769,0.000002930252,0.003177666],"genre_scores_gemma":[0.9751033,0.0005312336,0.0003457565,0.0002623808,0.00001053475,0.0000249345,0.000041901,0.000006536809,0.02367339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223177,"threshold_uncertainty_score":0.2460761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W976470099","doi":"","title":"Du croisement interculturel à l'accompagnement transculturel en formation","year":2002,"lang":"fr","type":"article","venue":"Education permanente","topic":"Education, sociology, and vocational training","field":"Social Sciences","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; Philosophy; Art","authors":[{"name":"Jeanne-Marie Rugira","is_ca":false},{"name":"Pascal Galvani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1124972059604581,"gpt":0.3934646825512025,"spread":0.2809674765907444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003917228,0.0004351346,0.0002987304,0.0009377238,0.01231811,0.01014386,0.0008990099,0.001937087,0.005234268],"category_scores_gemma":[0.003549329,0.0002176237,0.0002101272,0.0008568717,0.04260058,0.004551587,0.00635964,0.004036754,0.0004625242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01707801,"about_ca_system_score_gemma":0.02117093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2932252,"about_ca_topic_score_gemma":0.3811945,"domain_scores_codex":[0.9966009,0.001825282,0.00004943874,0.0002837719,0.0005178283,0.000722788],"domain_scores_gemma":[0.9971655,0.0007065113,0.0002962725,0.0003455927,0.0007212769,0.0007648657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003679977,0.00002766008,0.003240808,0.00007771389,0.000007058161,0.0003663253,0.1557989,0.0001536144,0.0008262623,0.8020391,0.007458851,0.02996698],"study_design_scores_gemma":[0.00001661815,0.00006415432,0.01315612,0.0003480652,0.0000162672,0.000459887,0.1693435,0.0003767252,0.0008521285,0.08529711,0.7300194,0.00005010659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2848158,0.01328768,0.01655752,0.1536551,0.001419073,0.00006803385,0.0000843694,0.0001675831,0.5299448],"genre_scores_gemma":[0.9456689,0.001936402,0.001771897,0.002700238,0.0001523448,0.0000354935,0.00001777876,0.0000558683,0.04766117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2932252,"threshold_uncertainty_score":0.5830368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}