{"id":"W2120946548","doi":"10.7202/032016ar","title":"Gérer sa classe de maternelle en rendant les enfants autonomes","year":2007,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Psychology; Political science","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01228042,0.0002141334,0.0002372349,0.0002504686,0.001383722,0.0002901707,0.000765208,0.0003056577,0.001110436],"category_scores_gemma":[0.002197315,0.0002269998,0.0001117213,0.00141673,0.003102275,0.0006600534,0.00008027162,0.0003375818,0.0002027965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003523844,"about_ca_system_score_gemma":0.00145409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01307097,"about_ca_topic_score_gemma":0.00654057,"domain_scores_codex":[0.9958101,0.001719954,0.0004236643,0.0005486416,0.0004127797,0.001084854],"domain_scores_gemma":[0.9979631,0.001042438,0.0002985985,0.0002735374,0.0001123964,0.000309951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007422395,0.000133226,0.04194434,0.0002169434,0.00002081848,0.00003714127,0.5210756,0.001083275,0.005990169,0.04867751,0.001161329,0.3796522],"study_design_scores_gemma":[0.0003666121,0.0004701441,0.2443482,0.001269069,0.000168877,0.0003200374,0.2450229,0.02161981,0.0113961,0.05569715,0.4179728,0.001348283],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8951933,0.01375132,0.02922232,0.003076633,0.002956177,0.0002056268,0.00000404184,0.0001160691,0.05547446],"genre_scores_gemma":[0.7989214,0.001041006,0.1425071,0.0002160864,0.001209422,0.0000127083,0.000004353535,0.00002137936,0.05606656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4168115,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2717923036237195,"score_gpt":0.4687218435056167,"score_spread":0.1969295398818972,"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."}}