{"id":"W1787306865","doi":"10.4103/1463-1741.165050","title":"Noise as an explanatory factor in work-related fatality reports","year":2015,"lang":"en","type":"article","venue":"Noise and Health","topic":"Noise Effects and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université Laval; Université de Montréal; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; University of Ottawa; Institut National de Santé Publique du Québec","funders":"","keywords":"Accident (philosophy); Noise (video); Work (physics); Psychology; Applied psychology; Risk analysis (engineering); Computer science; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002433623,0.0001867816,0.000404563,0.0001267574,0.0003180742,0.00001455434,0.00008794553,0.0001836469,0.0002004964],"category_scores_gemma":[0.00008853352,0.0001591505,0.00002972526,0.0002336428,0.00003576396,0.0002322224,0.0001209089,0.0005574318,0.0001458638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003353938,"about_ca_system_score_gemma":0.0007455607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008122155,"about_ca_topic_score_gemma":0.002381548,"domain_scores_codex":[0.9972838,0.0005971906,0.0007461358,0.0004610966,0.0002828632,0.0006288678],"domain_scores_gemma":[0.9982725,0.00007242658,0.0003100232,0.0004960585,0.00006574645,0.0007831989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001865333,0.00038419,0.8959374,0.0006668404,0.00002998864,0.0003583689,0.02160427,0.00001085459,0.00002333156,0.005265054,0.05310855,0.02242455],"study_design_scores_gemma":[0.001917588,0.0004050786,0.9158056,0.0004212548,0.0000111526,0.000006208026,0.003624665,0.00003115193,0.000005876122,0.003584043,0.07388178,0.0003055819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834129,0.0008425741,0.00001658312,0.00359955,0.001001448,0.001383538,0.000009187289,0.0001362253,0.009597993],"genre_scores_gemma":[0.9923226,0.0001976385,0.00009522284,0.00545844,0.0001450427,0.0001050734,0.00005963335,0.00002738759,0.001588946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02211897,"threshold_uncertainty_score":0.9984828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1426936658981703,"score_gpt":0.4583923515784984,"score_spread":0.3156986856803282,"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."}}