{"id":"W2790246999","doi":"10.20381/ruor-18201","title":"Les représentations des enseignants de leurs compétences professionnelles en comparaison avec les typologies de Perrenoud et Gauthier","year":2003,"lang":"fr","type":"dissertation","venue":"uO Research (University of Ottawa)","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":false,"about_ca":true,"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":[0.004111796,0.0005790548,0.0004075494,0.005256328,0.01054241,0.008230129,0.001726874,0.001762449,0.007887028],"category_scores_gemma":[0.01015885,0.0002739895,0.0004199646,0.00649413,0.02110226,0.00435337,0.006003288,0.002008329,0.0006525497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04336381,"about_ca_system_score_gemma":0.03319188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6041183,"about_ca_topic_score_gemma":0.6830117,"domain_scores_codex":[0.9924401,0.002490924,0.0002789082,0.0005448752,0.003166597,0.0010786],"domain_scores_gemma":[0.992975,0.002008528,0.00124009,0.0006566647,0.001922391,0.001197405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004021341,0.00003237293,0.01880322,0.0001937695,0.0000109944,0.000289491,0.6301938,0.0002259235,0.0004835659,0.3164257,0.006769337,0.02653171],"study_design_scores_gemma":[0.00001612705,0.00004088231,0.05932388,0.0004930217,0.00002180537,0.0004805422,0.58478,0.0006748866,0.0003024553,0.0303782,0.3234209,0.00006718007],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4687914,0.002862094,0.01810856,0.01445474,0.0002998333,0.0003570227,0.0005000881,0.0001193484,0.4945069],"genre_scores_gemma":[0.9389733,0.00185289,0.003452251,0.00067948,0.00003653209,0.000277222,0.0002212155,0.0000610401,0.05444608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6041183,"threshold_uncertainty_score":0.7964262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5995337299178232,"score_gpt":0.5520757493681407,"score_spread":0.04745798054968242,"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."}}