{"id":"W7011149662","doi":"","title":"Logiciel d'analyse et de gestion du bruit OUIE 2000 : développement et intégration d'un modèle d'acoustique prévisionnelle","year":2001,"lang":"fr","type":"article","venue":"","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Noise (video); Bride; Proximal phalanx","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002185239,0.0005111163,0.0004271138,0.0003050329,0.0002853179,0.0001405482,0.0003385474,0.00114089,0.0202682],"category_scores_gemma":[0.000222247,0.0004963093,0.0002310262,0.0008241706,0.000119471,0.0003286841,0.0001216621,0.00102435,0.001906205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006564251,"about_ca_system_score_gemma":0.0003321664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003226215,"about_ca_topic_score_gemma":0.001396971,"domain_scores_codex":[0.9956004,0.001452086,0.000872505,0.0008123246,0.0003673222,0.0008953536],"domain_scores_gemma":[0.9980782,0.0004356648,0.000272979,0.0006509263,0.0002334312,0.0003287893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006888579,0.005715153,0.06057501,0.00003230666,0.001352324,0.0006732476,0.02103204,0.1117069,0.003490966,0.09177391,0.2833403,0.419619],"study_design_scores_gemma":[0.02801594,0.005107612,0.5602609,0.003423273,0.004485637,0.001539604,0.01787932,0.1912321,0.01192224,0.0470212,0.1214902,0.007621995],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1704746,0.003116846,0.5943128,0.1295234,0.001815747,0.0008030019,0.00002291245,0.0002969516,0.09963378],"genre_scores_gemma":[0.9543402,0.006679249,0.014119,0.009098498,0.0003859591,0.0001068612,0.0002019285,0.00007511881,0.01499324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7838656,"threshold_uncertainty_score":0.9997488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796600173230606,"score_gpt":0.342043834645595,"score_spread":0.2940778329132889,"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."}}