{"id":"W2073431662","doi":"10.3917/rief.020.0109","title":"La préparation scolaire des enfants issus de familles ayant un faible revenu : Exploration de pistes d'action","year":2007,"lang":"fr","type":"article","venue":"La revue internationale de l éducation familiale","topic":"Family and Disability Support Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Quebec Rehabilitation Research Network; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004984601,0.0003582145,0.0003191752,0.0004499768,0.0003658799,0.0002389671,0.0004642691,0.0006885239,0.0009917365],"category_scores_gemma":[0.001791201,0.00046005,0.0002134675,0.0005989904,0.0005194572,0.0009670982,0.0000774588,0.0006865844,0.0005850745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003162896,"about_ca_system_score_gemma":0.001163608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0181919,"about_ca_topic_score_gemma":0.02036006,"domain_scores_codex":[0.9953223,0.001709409,0.0009108673,0.000709426,0.000485622,0.0008623758],"domain_scores_gemma":[0.9963367,0.001832019,0.0003764424,0.000549409,0.0005704262,0.0003350314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008027413,0.004234073,0.4672117,0.001161882,0.0003266457,0.0001789389,0.1133635,0.0008583801,0.02780524,0.04546253,0.0179134,0.320681],"study_design_scores_gemma":[0.001971806,0.0002916958,0.7719355,0.0008210744,0.0001304998,0.0007238041,0.05139859,0.002925179,0.0150539,0.04100947,0.1130467,0.000691733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027043,0.002071055,0.04807242,0.00360681,0.00282174,0.000700321,0.0001251272,0.0001220495,0.03977618],"genre_scores_gemma":[0.9391434,0.001250045,0.005374718,0.0004059976,0.001157358,0.0002851578,0.0004286206,0.00007051048,0.05188417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3199892,"threshold_uncertainty_score":0.9999215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1293302009633241,"score_gpt":0.4196134497872323,"score_spread":0.2902832488239082,"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."}}