{"id":"W2166770585","doi":"10.7202/011400ar","title":"Conceptions du changement en formation des enseignants","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; 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":[0.01847419,0.0006787747,0.0006059873,0.00351801,0.01125804,0.01058498,0.002205262,0.002916162,0.005230963],"category_scores_gemma":[0.04162442,0.0005202611,0.0006812347,0.002579542,0.02375466,0.01173637,0.009090834,0.004848519,0.0006757234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01254423,"about_ca_system_score_gemma":0.007241216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02107639,"about_ca_topic_score_gemma":0.02146229,"domain_scores_codex":[0.9748005,0.01526554,0.001062507,0.002032428,0.005253543,0.001585456],"domain_scores_gemma":[0.9514008,0.02648303,0.008367959,0.002612769,0.007621774,0.003513783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006885821,0.00005902941,0.02124661,0.0001555828,0.00002276145,0.0003289507,0.8076796,0.0003297696,0.0004561155,0.1510956,0.0008236555,0.0177334],"study_design_scores_gemma":[0.00002528796,0.0001309092,0.04024228,0.0005073776,0.00004862287,0.0007979486,0.6924499,0.001153287,0.0008058712,0.06348583,0.2002394,0.0001132785],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7430939,0.005463193,0.03910371,0.0206983,0.0003129725,0.0002523593,0.0001086278,0.0000834158,0.1908835],"genre_scores_gemma":[0.9817041,0.001255295,0.003147393,0.000437297,0.00005394793,0.0001433051,0.00005814229,0.00003839205,0.01316213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02107639,"threshold_uncertainty_score":0.09770203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7501529822503586,"score_gpt":0.5260880374880547,"score_spread":0.224064944762304,"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."}}