{"id":"W1868249711","doi":"","title":"L'engagement des enseignants du primaire et du secondaire dans leur développement professionnel","year":2006,"lang":"fr","type":"article","venue":"Le dépôt institutionnel (Université du Québec à Trois-Rivières)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002473956,0.0005477674,0.0005014613,0.0002702206,0.007289185,0.0001376856,0.0008253612,0.0004018459,0.0008498902],"category_scores_gemma":[0.0004429379,0.0006047603,0.0003365582,0.0008626888,0.004210667,0.001629119,0.0002701516,0.0006139077,0.0002839415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121669,"about_ca_system_score_gemma":0.004451387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3257891,"about_ca_topic_score_gemma":0.4454798,"domain_scores_codex":[0.9952515,0.001605935,0.0006506189,0.0008687277,0.0006708234,0.0009523932],"domain_scores_gemma":[0.9975355,0.0006526512,0.0004889359,0.0004255383,0.0005742072,0.0003231455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002873542,0.001151616,0.203954,0.0001338434,0.0001769683,0.00004991419,0.3294231,0.002839212,0.0001401483,0.4528776,0.006696277,0.002528685],"study_design_scores_gemma":[0.002027548,0.0001220712,0.5065048,0.0004063303,0.0001979564,0.00003840502,0.4361619,0.001248166,0.00004743928,0.003341708,0.04912749,0.0007762246],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8389737,0.00136677,0.0269894,0.1162156,0.003597595,0.0006937868,0.00007173347,0.0002309984,0.01186046],"genre_scores_gemma":[0.9784549,0.001107428,0.002456884,0.0009678303,0.002755482,0.00007051969,0.0001826699,0.00004885411,0.01395543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4495359,"threshold_uncertainty_score":0.9996404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09660001766941469,"score_gpt":0.2958431171972318,"score_spread":0.1992430995278171,"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."}}