{"id":"W2032443226","doi":"10.4000/ethiquepublique.166","title":"Qualité et enseignement supérieur au Brésil","year":2010,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiochemistry; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005752347,0.0003115045,0.0002987614,0.0002168648,0.0006608777,0.0005148547,0.0007670119,0.0008815894,0.007697034],"category_scores_gemma":[0.002679694,0.0003395924,0.0001978586,0.0009002392,0.000921647,0.001145284,0.000134975,0.001637574,0.0008540502],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004408744,"about_ca_system_score_gemma":0.01164666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09158405,"about_ca_topic_score_gemma":0.1615062,"domain_scores_codex":[0.9957092,0.001560686,0.0005513407,0.0005098514,0.0005921323,0.001076758],"domain_scores_gemma":[0.9971276,0.0005802508,0.0002645259,0.0006299518,0.0005088891,0.0008888042],"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":[0.000003640129,0.000288068,0.001535305,0.00003472673,0.00002370791,0.000002576774,0.06165503,6.248736e-7,0.0001351996,0.7830594,0.1471983,0.006063369],"study_design_scores_gemma":[0.0002169138,0.00004489412,0.007646697,0.00002934975,0.00001391371,0.00001342368,0.005616024,0.00001398771,0.0001479378,0.07907916,0.9068142,0.0003634995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1054078,0.0002875498,0.0001222634,0.492319,0.006782308,0.000299223,0.00004188444,0.0001286756,0.3946113],"genre_scores_gemma":[0.7161997,0.0004090531,0.001216751,0.1575325,0.004125574,0.0001435299,0.00005845732,0.00004990135,0.1202646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7596159,"threshold_uncertainty_score":0.9999239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762806674503887,"score_gpt":0.3548466669080337,"score_spread":0.3272186001629948,"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."}}