{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005152005,0.000402227,0.0003411573,0.00120209,0.008883485,0.007302566,0.001167697,0.002170776,0.03766276],"category_scores_gemma":[0.01840936,0.0003896237,0.0004295717,0.00129715,0.004953936,0.005087328,0.00723648,0.002996899,0.004565412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008321545,"about_ca_system_score_gemma":0.02267347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1023155,"about_ca_topic_score_gemma":0.182071,"domain_scores_codex":[0.9921126,0.003030101,0.0002375077,0.0006586843,0.00154402,0.002417109],"domain_scores_gemma":[0.9854241,0.003342149,0.002239918,0.0007356612,0.002725113,0.005532978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003772399,0.0005615206,0.2750231,0.001193104,0.000133353,0.002602672,0.1818479,0.00225397,0.007538986,0.2023187,0.05036089,0.2757885],"study_design_scores_gemma":[0.00004874404,0.0005265722,0.2068388,0.001715034,0.00009348138,0.0005677846,0.2393323,0.001776068,0.001975546,0.02385732,0.5230885,0.0001797705],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6889069,0.002488812,0.01284298,0.06869588,0.0008559168,0.0002462916,0.0002786892,0.0002827153,0.2254018],"genre_scores_gemma":[0.9524776,0.0008448882,0.003158437,0.001929425,0.0001042824,0.00008202103,0.00007685363,0.00006194803,0.04126462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023155,"threshold_uncertainty_score":0.2034398,"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."}}