{"id":"W2750803825","doi":"10.4000/dse.1012","title":"Les spécificités des élèves de S.E.G.P.A à l’épreuve des évaluations nationales","year":2011,"lang":"fr","type":"article","venue":"Les dossiers des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008248056,0.0003138671,0.000374647,0.00170822,0.002487216,0.003340004,0.000444777,0.0009857382,0.009732377],"category_scores_gemma":[0.0276518,0.0001753221,0.0004530488,0.001886993,0.001566113,0.002599413,0.002586932,0.001599722,0.001169208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002899553,"about_ca_system_score_gemma":0.002295022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02002243,"about_ca_topic_score_gemma":0.03721378,"domain_scores_codex":[0.9943053,0.002695851,0.000252916,0.0005797853,0.001534174,0.0006319938],"domain_scores_gemma":[0.9744007,0.01082455,0.002441388,0.001384293,0.008745885,0.002203125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008320809,0.0005527677,0.4158525,0.0006755849,0.0002114297,0.0007508798,0.1395252,0.001893449,0.003900582,0.05706908,0.01561661,0.3631199],"study_design_scores_gemma":[0.00001862753,0.0004865148,0.8304085,0.0004733982,0.00006600771,0.000321796,0.08053513,0.001010696,0.001796644,0.008748484,0.07605971,0.00007451871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8693192,0.00113102,0.003222708,0.004587692,0.0001636209,0.00005876584,0.0002901682,0.00004830389,0.1211784],"genre_scores_gemma":[0.9901238,0.0003209687,0.0008153262,0.0002409699,0.00004173506,0.00007311667,0.0001261812,0.00002015952,0.008237676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02002243,"threshold_uncertainty_score":0.04362041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8404179859763455,"score_gpt":0.5577686542562912,"score_spread":0.2826493317200544,"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."}}