{"id":"W4400488584","doi":"","title":"Exemple d’une « école heureuse » : le cas de l’école Nguyen Sieu (Viêt Nam)","year":2024,"lang":"fr","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004952971,0.0005042201,0.0005274512,0.0002278804,0.000898807,0.0007254449,0.001548193,0.0005276735,0.00622252],"category_scores_gemma":[0.002417092,0.0005099635,0.0003747625,0.001232604,0.0009710458,0.0003253368,0.0005118051,0.0006190068,0.002208021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007567977,"about_ca_system_score_gemma":0.002053361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1362851,"about_ca_topic_score_gemma":0.09364384,"domain_scores_codex":[0.9931774,0.003564856,0.0006838616,0.0008744143,0.0008042888,0.0008951392],"domain_scores_gemma":[0.9950603,0.001111003,0.0004763826,0.001419049,0.001434729,0.0004985137],"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":[0.000005920896,0.000595268,0.0008905215,0.0001949983,0.0001130309,0.000008914832,0.04423571,0.00001911283,0.0002015936,0.8851036,0.05430931,0.01432197],"study_design_scores_gemma":[0.0002747823,0.000001197338,0.002419327,0.001451966,0.0000696211,0.00001090255,0.006467143,0.0005661285,0.0008997025,0.03326874,0.9540186,0.0005519051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02653296,0.006128295,0.00179153,0.07522146,0.001087478,0.0005436331,0.000194442,0.0002454207,0.8882548],"genre_scores_gemma":[0.139686,0.001336766,0.005961956,0.0008282975,0.0002627413,0.000115613,0.0002148785,0.0001728005,0.8514209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8997093,"threshold_uncertainty_score":0.9997352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171325035498003,"score_gpt":0.2725842011427642,"score_spread":0.2554516975929639,"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."}}