{"id":"W4367031751","doi":"10.7202/1097623ar","title":"Le défi de l’heure en enseignement","year":2023,"lang":"fr","type":"article","venue":"Apprendre et enseigner aujourd’hui Revue du Conseil pédagogique interdisciplinaire du Québec","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009500433,0.0005369167,0.0006657004,0.001290631,0.007263015,0.006215196,0.001978667,0.003634843,0.006808171],"category_scores_gemma":[0.02385544,0.0005223299,0.0005276419,0.001056359,0.01437532,0.005873241,0.005844168,0.006057361,0.001357794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01894892,"about_ca_system_score_gemma":0.01829302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2755036,"about_ca_topic_score_gemma":0.2740255,"domain_scores_codex":[0.9906473,0.003600845,0.0004942286,0.001198498,0.002695833,0.001363317],"domain_scores_gemma":[0.9810503,0.004514124,0.004631215,0.001180017,0.005222593,0.003401699],"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":[0.0004408157,0.0002717962,0.2593704,0.00106162,0.0002922905,0.004445034,0.2655507,0.001086496,0.004101573,0.2206486,0.05814039,0.1845903],"study_design_scores_gemma":[0.00008255207,0.0004775627,0.2697884,0.001989446,0.0001647075,0.004619375,0.1332207,0.001713954,0.002080907,0.08436505,0.5011485,0.0003487033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.479408,0.01511392,0.02127011,0.2554818,0.003191839,0.0002503669,0.0007347536,0.0004141729,0.2241351],"genre_scores_gemma":[0.9507746,0.003939197,0.004175629,0.01786921,0.0003819035,0.0001231557,0.0002027054,0.0000781367,0.02245536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2755036,"threshold_uncertainty_score":0.5478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0566792195640177,"score_gpt":0.3237503997807015,"score_spread":0.2670711802166837,"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."}}