{"id":"W2336770740","doi":"10.7202/1035199ar","title":"Le pari de l’accompagnement pour la formation de praticiens réflexifs de l’enseignement : possibilités et limites d’un système de stages","year":2016,"lang":"fr","type":"article","venue":"Approches inductives Travail intellectuel et construction des connaissances","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01130218,0.0006627031,0.0006876978,0.0005404549,0.0009835718,0.000969214,0.0008343497,0.0004632706,0.002216877],"category_scores_gemma":[0.004409725,0.0005361154,0.0002987097,0.0008784094,0.007127339,0.00289372,0.0001973506,0.0006451365,0.000109036],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002328361,"about_ca_system_score_gemma":0.006638502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002206446,"about_ca_topic_score_gemma":0.0005214228,"domain_scores_codex":[0.9908167,0.004072134,0.00156581,0.001027469,0.001219889,0.001298025],"domain_scores_gemma":[0.992637,0.004254905,0.0009609544,0.0006542817,0.001039253,0.0004536508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004271674,0.0009355228,0.01381526,0.0003812108,0.0004359071,0.00001759191,0.1338303,0.001377778,0.02755023,0.3485464,0.004434025,0.4682486],"study_design_scores_gemma":[0.004265006,0.001439338,0.07380894,0.002597058,0.000381185,0.002320297,0.273646,0.02604609,0.2425448,0.3200865,0.05091515,0.001949645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5210926,0.004395715,0.4454685,0.01522741,0.0005223844,0.0007254966,0.00005909061,0.000146563,0.01236223],"genre_scores_gemma":[0.9525294,0.00269457,0.04106232,0.001245802,0.0001921507,0.0003154651,0.00001128322,0.00005044091,0.001898512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.466299,"threshold_uncertainty_score":0.999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089763493521138,"score_gpt":0.3893437607751088,"score_spread":0.280367411422995,"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."}}