{"id":"W3162184077","doi":"","title":"Un savoir-faire pédagogique suivant des approches validées / Clermont Gauthier et Stéphane Martineau, Propos d’un pédagogue, Québec, Les Presses de l’Université Laval, collection Être pédagogue, 2020, 206 pages","year":2021,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Humanities; Philosophy; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07571767,0.00149136,0.001408288,0.00470081,0.01237532,0.01965474,0.004554116,0.009701286,0.01059391],"category_scores_gemma":[0.1108929,0.001259803,0.00145611,0.003922214,0.02787833,0.01380218,0.006190942,0.0112111,0.003150638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08099401,"about_ca_system_score_gemma":0.1752992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7406342,"about_ca_topic_score_gemma":0.7245293,"domain_scores_codex":[0.9130902,0.048536,0.003489298,0.004822646,0.02643066,0.003631223],"domain_scores_gemma":[0.9045857,0.03355799,0.002492927,0.00603206,0.04953438,0.003796998],"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":[0.000199853,0.0001691611,0.00543052,0.001686389,0.000102043,0.0003163361,0.0503239,0.001164764,0.001001042,0.4471485,0.2459949,0.2464626],"study_design_scores_gemma":[0.0001017889,0.00007966041,0.007839354,0.005305622,0.000112582,0.000229307,0.03026579,0.001352316,0.001360543,0.09529474,0.8578997,0.0001586347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01178378,0.1143107,0.09356384,0.5436168,0.008587808,0.001340786,0.0006164636,0.0008737412,0.2253062],"genre_scores_gemma":[0.4342729,0.07155672,0.1980764,0.08439225,0.002677062,0.003218712,0.001131528,0.001353624,0.2033208],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7406342,"threshold_uncertainty_score":0.5876554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988518527644989,"score_gpt":0.2711471002895249,"score_spread":0.231261915013075,"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."}}