{"id":"W2098942309","doi":"10.7202/012361ar","title":"Le concept de « développement professionnel » en enseignement : approches théoriques","year":2006,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; 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":[0.01315664,0.001207527,0.0009095403,0.006173437,0.006043235,0.01389698,0.003427841,0.008206972,0.008520684],"category_scores_gemma":[0.01531892,0.0006820269,0.001392327,0.005671844,0.0539853,0.0212584,0.006361261,0.006593787,0.001698574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01208099,"about_ca_system_score_gemma":0.007396153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009849457,"about_ca_topic_score_gemma":0.007580013,"domain_scores_codex":[0.9890746,0.006997867,0.000396875,0.001315361,0.001520289,0.000694924],"domain_scores_gemma":[0.9793313,0.01556066,0.001373995,0.001135296,0.001793411,0.0008053588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009273869,0.00001270204,0.0004246069,0.0001130769,0.000007196451,0.00004379005,0.00918643,0.0002517186,0.00004213011,0.9835284,0.0006869562,0.005693905],"study_design_scores_gemma":[0.00001634691,0.00003214101,0.001284064,0.0006012656,0.00002001899,0.0002184136,0.0146569,0.001709171,0.0002251193,0.8944159,0.08678179,0.00003899643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04233125,0.05483774,0.3454876,0.1222403,0.001741865,0.0002550021,0.0001759598,0.0002096756,0.4327206],"genre_scores_gemma":[0.8717256,0.02789138,0.06514555,0.00651199,0.0009353207,0.0006856377,0.0001183602,0.0001789767,0.02680703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01389698,"threshold_uncertainty_score":0.08765405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5315606234358532,"score_gpt":0.5049936966317965,"score_spread":0.0265669268040567,"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."}}