{"id":"W4318688555","doi":"10.51891/rease.v9i1.8322","title":"O QUE HÁ POR TRÁS DA FARDA? EXPERIÊNCIA PROFISSIONAL DE BOMBEIROS MILITARES","year":2023,"lang":"pt","type":"article","venue":"Revista Ibero-Americana de Humanidades, Ciências e Educação","topic":"Occupational Health and Burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003936832,0.001619204,0.002299715,0.001179152,0.00417677,0.0003441654,0.001717446,0.00126306,0.006669116],"category_scores_gemma":[0.003061417,0.001646852,0.0008570424,0.003072314,0.0007855847,0.0005063781,0.0007092712,0.003498629,0.004812516],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005218059,"about_ca_system_score_gemma":0.01842832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009581235,"about_ca_topic_score_gemma":0.00123529,"domain_scores_codex":[0.9836021,0.003500708,0.003348472,0.002278672,0.002028836,0.005241209],"domain_scores_gemma":[0.9900051,0.002705075,0.001666096,0.00207777,0.0007056105,0.002840383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007342006,0.001435032,0.1400878,0.007024357,0.0003544246,0.000460972,0.06817877,0.0000410663,0.001346677,0.01546831,0.7476152,0.01725313],"study_design_scores_gemma":[0.002333767,0.000966375,0.3237555,0.004783806,0.0004006767,0.0001078519,0.1078646,0.001156592,0.00009845864,0.001392138,0.5545002,0.002639998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402712,0.02123733,0.0009209006,0.01634236,0.004692652,0.00674066,0.002116048,0.001927106,0.005751749],"genre_scores_gemma":[0.9147133,0.002736702,0.001403801,0.01086435,0.005180826,0.00194949,0.001666184,0.0006192565,0.06086608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.193115,"threshold_uncertainty_score":0.9996555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08965787780188646,"score_gpt":0.4257494070983109,"score_spread":0.3360915292964244,"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."}}