{"id":"W3207669339","doi":"10.7202/1081483ar","title":"Guay, R., Michaud, P., Paquet, F. et Poirier, S. (2020). La réussite scolaire dans l’enseignement collégial québécois. Presses de l’Université Laval","year":2021,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège de Maisonneuve","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002500287,0.0008495929,0.0006767984,0.002284524,0.005490084,0.005917988,0.001663426,0.003512623,0.03670272],"category_scores_gemma":[0.008675112,0.0005572352,0.0003881532,0.0042236,0.003267157,0.004715492,0.0016586,0.005626601,0.01363928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01950344,"about_ca_system_score_gemma":0.03690608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8901789,"about_ca_topic_score_gemma":0.9443206,"domain_scores_codex":[0.9982061,0.0002349101,0.00007266196,0.0001475686,0.001044182,0.0002944834],"domain_scores_gemma":[0.9902205,0.001094275,0.0005204772,0.0001929387,0.00582432,0.002147459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003806894,0.00001106111,0.002201297,0.0002425695,0.00001056689,0.00005846761,0.001009208,0.00004930528,0.0002417573,0.005623196,0.9143428,0.07617163],"study_design_scores_gemma":[0.00001318439,0.00001244003,0.0178571,0.000608178,0.00001435168,0.0000841939,0.001916586,0.00003258873,0.0001816709,0.001210849,0.9780386,0.00003018056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003530476,0.5271245,0.001760252,0.3945054,0.01272838,0.00004774627,0.00342217,0.00020759,0.05667354],"genre_scores_gemma":[0.1084026,0.3487444,0.007107951,0.03361543,0.004276945,0.000172928,0.003488513,0.0004779524,0.4937133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1098211,"threshold_uncertainty_score":0.2209356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2235240895645059,"score_gpt":0.4256467540349095,"score_spread":0.2021226644704036,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}