{"id":"W4391894531","doi":"10.18162/fp.2023.a312","title":"L’impartialité enseignante : un regard scientifique et réglementaire","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Philosophy; Political science","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":[0.03032351,0.000797469,0.0009521209,0.003616905,0.008732162,0.02525483,0.002271796,0.00999443,0.008156781],"category_scores_gemma":[0.03674257,0.0005949178,0.0009827712,0.004170783,0.05848624,0.02876207,0.0149422,0.01073765,0.002457646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008695977,"about_ca_system_score_gemma":0.02023185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005890572,"about_ca_topic_score_gemma":0.005978723,"domain_scores_codex":[0.9627451,0.02190694,0.001488744,0.002625239,0.00867526,0.002558694],"domain_scores_gemma":[0.948505,0.02952913,0.003821822,0.006762713,0.007736029,0.003645224],"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":[0.00002378316,0.00002443222,0.0003681051,0.0003220792,0.000009290474,0.0001167928,0.017928,0.00009171363,0.0003816481,0.9342422,0.01722561,0.02926642],"study_design_scores_gemma":[0.000008450183,0.00004292986,0.0009855161,0.0009038262,0.00001102705,0.0002896598,0.01097972,0.0001428846,0.0005876219,0.2635342,0.7224776,0.00003659487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01571356,0.1376296,0.02799592,0.4753099,0.01430781,0.0001082891,0.0001023163,0.0001760794,0.3286565],"genre_scores_gemma":[0.6685362,0.1047961,0.01840827,0.05330222,0.01819855,0.0004620289,0.0001719031,0.0004232536,0.1357015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03032351,"threshold_uncertainty_score":0.160368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2381770710858476,"score_gpt":0.4851172393143565,"score_spread":0.2469401682285089,"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."}}