{"id":"W2069305789","doi":"10.7202/900620ar","title":"Recherche, enseignement et enseignant","year":2009,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1710048,0.001173172,0.002423943,0.005637475,0.01196261,0.03318573,0.004128155,0.008962838,0.01281853],"category_scores_gemma":[0.2399068,0.001134816,0.001435962,0.009750781,0.05583232,0.02783621,0.01563933,0.01152115,0.003721396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550908,"about_ca_system_score_gemma":0.03338524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0140336,"about_ca_topic_score_gemma":0.01390548,"domain_scores_codex":[0.5979711,0.3329887,0.01079156,0.01673006,0.03673482,0.004783717],"domain_scores_gemma":[0.5365329,0.3565088,0.01681099,0.05184663,0.03247726,0.005823428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000123976,0.0001100249,0.003722198,0.001383239,0.0001087322,0.0004308539,0.1366052,0.0003927396,0.0007748395,0.7614549,0.01419569,0.08069754],"study_design_scores_gemma":[0.00005959985,0.0001817441,0.004466998,0.004169311,0.00008548528,0.0008313358,0.08177735,0.0008114614,0.001731626,0.2584326,0.6473084,0.0001440771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06052185,0.09143483,0.1441094,0.3275973,0.007669055,0.001050018,0.0005949517,0.0004251045,0.3665976],"genre_scores_gemma":[0.7239738,0.0560796,0.07718179,0.02864196,0.004128305,0.002562521,0.0004454421,0.000742457,0.1062442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1710048,"threshold_uncertainty_score":0.9043704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8829027560392703,"score_gpt":0.6014893456871949,"score_spread":0.2814134103520753,"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."}}