{"id":"W3030280384","doi":"10.25053/redufor.v6i3.5404","title":"Instruire ou étourdir les élèves?","year":2021,"lang":"fr","type":"article","venue":"Educação & Formação","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ; Université Laval","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001843442,0.0003015282,0.0003486587,0.00008394602,0.001582536,0.0001472832,0.0004146314,0.0004707907,0.00413094],"category_scores_gemma":[0.001137228,0.0003484898,0.0002800006,0.0008092434,0.00169299,0.0008266927,0.00008321936,0.0005931847,0.0006409551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735243,"about_ca_system_score_gemma":0.003190649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007491814,"about_ca_topic_score_gemma":0.0003982485,"domain_scores_codex":[0.9968889,0.0007650296,0.000514535,0.0005017859,0.0004586992,0.0008710498],"domain_scores_gemma":[0.9976399,0.0008965864,0.0002435913,0.0003737797,0.0004841775,0.0003619427],"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":[0.000003197634,0.0004663153,0.009210935,0.0001063855,0.0001322409,0.000006961151,0.1685996,0.000009626979,0.00002706025,0.5585296,0.02469403,0.2382141],"study_design_scores_gemma":[0.0002065544,0.00003234869,0.008843244,0.0001068168,0.00005580759,0.00002597297,0.3099844,0.00001903294,0.00008613069,0.008376758,0.6719543,0.0003085429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5093785,0.02134755,0.0002192655,0.1759348,0.03913047,0.0002546121,0.00006462654,0.0001345226,0.2535357],"genre_scores_gemma":[0.9146681,0.004707141,0.003457069,0.002148497,0.01296849,0.00005068064,0.0001587655,0.00003906235,0.0618022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6472603,"threshold_uncertainty_score":0.9998967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2825376940966374,"score_gpt":0.4748775817896322,"score_spread":0.1923398876929948,"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."}}