{"id":"W2151263216","doi":"10.7202/502017ar","title":"Pratique réflexive et études de cas : quelques enjeux à l’utilisation de la méthode des cas en formation des maîtres","year":2008,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01387948,0.0002733501,0.0002506716,0.0002499426,0.003629384,0.0002962298,0.0004879688,0.0004305996,0.0001054235],"category_scores_gemma":[0.00693681,0.0003051226,0.0001244021,0.001075398,0.01123377,0.002808751,0.00003966227,0.0003564033,0.00003135839],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004285992,"about_ca_system_score_gemma":0.005630458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098208,"about_ca_topic_score_gemma":0.008689214,"domain_scores_codex":[0.9916528,0.006208118,0.0005167015,0.0004628941,0.0003591514,0.0008002728],"domain_scores_gemma":[0.9943649,0.004216822,0.0004162689,0.0001950494,0.0005563256,0.0002506803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003919886,0.0001466151,0.03144187,0.0002147102,0.00001554427,0.000002142313,0.5718381,0.001125461,0.0004412967,0.3893373,0.0002845232,0.005148489],"study_design_scores_gemma":[0.0001715781,0.0002105682,0.2379069,0.0005708545,0.0000770911,0.0005883021,0.3282171,0.004728443,0.001174042,0.4209017,0.005008093,0.0004452357],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916069,0.005162697,0.04430475,0.008674908,0.0008156105,0.0003807859,0.00001509812,0.0001204455,0.02445676],"genre_scores_gemma":[0.8535135,0.01423189,0.1289914,0.0005962609,0.001235672,0.0001329146,0.00004294132,0.00002081943,0.001234606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.243621,"threshold_uncertainty_score":0.9999401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.677779776127771,"score_gpt":0.553922126451314,"score_spread":0.123857649676457,"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."}}