{"id":"W3200922595","doi":"10.7202/1079070ar","title":"Directeurs généraux et directeurs généraux adjoints des Commissions scolaires (CS) du Québec","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002106113,0.0004007209,0.0002954916,0.003367546,0.004281393,0.006432614,0.0007603376,0.0009981965,0.02328439],"category_scores_gemma":[0.009124603,0.0002935231,0.0003759165,0.00455457,0.002535055,0.002122079,0.001820115,0.001191186,0.001523886],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03584025,"about_ca_system_score_gemma":0.03394014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8931789,"about_ca_topic_score_gemma":0.928255,"domain_scores_codex":[0.9973993,0.0004457232,0.0001044728,0.0003912378,0.001264277,0.0003949654],"domain_scores_gemma":[0.9934905,0.001700837,0.0006119464,0.0003036991,0.003316125,0.0005769042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002702636,0.0001374438,0.1596698,0.0009073201,0.0001320519,0.001355574,0.05139158,0.009473699,0.002957448,0.4611727,0.0514364,0.2610958],"study_design_scores_gemma":[0.00004019973,0.00007291855,0.1663904,0.001221265,0.000104055,0.0004332868,0.05645335,0.009063737,0.002252324,0.02505189,0.7387547,0.0001618778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4216562,0.00389772,0.04135756,0.00895905,0.0003725359,0.0006001147,0.009942853,0.0005516339,0.5126624],"genre_scores_gemma":[0.8450315,0.001585348,0.01656017,0.0004560901,0.00003497973,0.0002048041,0.002271905,0.00009440914,0.1337607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9641597,"threshold_uncertainty_score":0.2600405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1460515307212583,"score_gpt":0.4194043958199531,"score_spread":0.2733528650986948,"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."}}