{"id":"W1977337824","doi":"10.7202/1024797ar","title":"Comment de futurs enseignants évaluent la maîtrise de compétences","year":2014,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01257013,0.0005457826,0.0005401722,0.001763137,0.005774831,0.009032277,0.0007372898,0.001916685,0.01112226],"category_scores_gemma":[0.04912817,0.0003397337,0.0004957067,0.001490647,0.005145766,0.005462136,0.002954322,0.002999023,0.002467257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007732058,"about_ca_system_score_gemma":0.006216819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03527442,"about_ca_topic_score_gemma":0.03767202,"domain_scores_codex":[0.9855109,0.007767515,0.0005468456,0.001152173,0.003791389,0.001231137],"domain_scores_gemma":[0.9683994,0.01512279,0.003336561,0.001294562,0.009427628,0.002419178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003235543,0.00006442446,0.048681,0.0003529188,0.00004783699,0.0008161477,0.8339158,0.0003854632,0.004771593,0.03251785,0.007947037,0.07017643],"study_design_scores_gemma":[0.00002794142,0.0002627707,0.09944866,0.0008861665,0.00006997619,0.0008937967,0.5642503,0.001030038,0.004361927,0.009562615,0.3190286,0.0001771559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8397503,0.003237328,0.01436927,0.01715202,0.0007036555,0.0001390879,0.0003521231,0.0002017944,0.1240944],"genre_scores_gemma":[0.9489493,0.0009492889,0.00292939,0.0009220509,0.0001095523,0.00009574741,0.000158237,0.0001594659,0.04572718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03527442,"threshold_uncertainty_score":0.07013822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2705966550663008,"score_gpt":0.4889559329753888,"score_spread":0.218359277909088,"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."}}