{"id":"W4393020839","doi":"10.7202/1101213ar","title":"Choisir de se former à l’enseignement au Québec ","year":2023,"lang":"fr","type":"article","venue":"Apprendre et enseigner aujourd’hui Revue du Conseil pédagogique interdisciplinaire du Québec","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Université de Sherbrooke; Université TÉLUQ; Université Laval","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.01188042,0.001442606,0.00150712,0.000810068,0.00368136,0.0007417095,0.002227943,0.001180731,0.002304499],"category_scores_gemma":[0.006644947,0.001572071,0.001247325,0.001732831,0.002564141,0.002179371,0.001792108,0.002509764,0.005659539],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009069434,"about_ca_system_score_gemma":0.03454176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7123552,"about_ca_topic_score_gemma":0.9230452,"domain_scores_codex":[0.985993,0.005444933,0.002301818,0.001999097,0.00152726,0.002733872],"domain_scores_gemma":[0.9888662,0.00565778,0.001752174,0.001659103,0.0008513651,0.001213424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002543051,0.0007266941,0.008720084,0.0004981139,0.0007194517,0.0007590741,0.5983715,0.0013738,0.0001495877,0.007646578,0.2971341,0.08364672],"study_design_scores_gemma":[0.001995381,0.0006603174,0.02325203,0.001674992,0.000775553,0.0008436217,0.09154895,0.004629888,0.0001487769,0.002765866,0.8696538,0.002050782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5036622,0.002155278,0.002284187,0.462931,0.004202502,0.001056309,0.0001121184,0.001016248,0.0225802],"genre_scores_gemma":[0.8119413,0.00117438,0.0009237173,0.00366302,0.00341122,0.000508957,0.0001109024,0.0002978928,0.1779686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5725197,"threshold_uncertainty_score":0.9998324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06612614191979967,"score_gpt":0.3730956626726364,"score_spread":0.3069695207528368,"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."}}