{"id":"W4396721587","doi":"10.54751/revistafoco.v17n5-038","title":"OCORRÊNCIA DE DESASTRES TECNOLÓGICOS E SUA RELAÇÃO COM A VALIDADE DO CERTIFICADO DE APROVAÇÃO DO CORPO DE BOMBEIROS","year":2024,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007278917,0.001065077,0.001566505,0.00046666,0.00212601,0.0007785927,0.001239391,0.002186989,0.002051109],"category_scores_gemma":[0.002040326,0.00105545,0.0008331543,0.001471464,0.0003635495,0.0003519605,0.0005236966,0.005650784,0.002792479],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003656882,"about_ca_system_score_gemma":0.006310219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718172,"about_ca_topic_score_gemma":0.0003314812,"domain_scores_codex":[0.9842345,0.006653524,0.002889981,0.001678548,0.0009732865,0.003570229],"domain_scores_gemma":[0.9910675,0.004025381,0.0007359544,0.00209081,0.0003115249,0.001768803],"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":[0.001557588,0.001312556,0.1733074,0.08921161,0.0007843203,0.002324887,0.1331319,0.000146989,0.002613219,0.2617457,0.1643444,0.1695194],"study_design_scores_gemma":[0.002633331,0.001021716,0.02319489,0.04599833,0.001232685,0.0005627668,0.03817831,0.01562546,0.0004987248,0.02041917,0.8477319,0.002902641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6905408,0.1421979,0.03480216,0.09848182,0.005759372,0.01615446,0.005246199,0.003167378,0.003649986],"genre_scores_gemma":[0.9782202,0.005248777,0.001170899,0.003725236,0.001517173,0.0008609087,0.0001820639,0.0003061188,0.008768653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6833875,"threshold_uncertainty_score":0.9993231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173390058994903,"score_gpt":0.4421908157279903,"score_spread":0.3248518098285,"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."}}