{"id":"W2981836620","doi":"10.7202/1065656ar","title":"SIGNALER UN ÉLÈVE POUR RÉPONDRE À SES BESOINS PARTICULIERS OU SOULAGER LE SYSTÈME?","year":2019,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005070168,0.0003618897,0.0004819416,0.0005189487,0.002878233,0.0003314468,0.001045561,0.0002904557,0.002431002],"category_scores_gemma":[0.001959776,0.0003723052,0.0003715256,0.001877183,0.001490393,0.00281712,0.00006753043,0.0006108937,0.0005679737],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003597448,"about_ca_system_score_gemma":0.008975301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003334174,"about_ca_topic_score_gemma":0.0005329094,"domain_scores_codex":[0.9950553,0.00150081,0.001143964,0.000492414,0.0008551045,0.0009524748],"domain_scores_gemma":[0.9940491,0.001317044,0.001934508,0.0003526779,0.001636019,0.0007106183],"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":[0.0000859443,0.003868718,0.01205462,0.0007672512,0.000321353,0.00001267028,0.0902337,0.01231016,0.002729765,0.7749028,0.08056118,0.02215185],"study_design_scores_gemma":[0.0003963204,0.0003825666,0.007486641,0.0008799875,0.0002924089,0.0009764531,0.1394725,0.0005857605,0.001668826,0.05708556,0.7901391,0.0006338535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7348872,0.006115001,0.0001840932,0.1280442,0.01665337,0.0004851014,0.00008738811,0.00003365984,0.11351],"genre_scores_gemma":[0.9343283,0.00231856,0.008349655,0.003906841,0.001745889,0.0000256274,0.00000795569,0.00003861807,0.0492786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7178172,"threshold_uncertainty_score":0.9998729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2801572925623919,"score_gpt":0.4295594101116308,"score_spread":0.1494021175492389,"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."}}