{"id":"W2167454636","doi":"","title":"A NEW CSA HEARING PROTECTION STANDARD","year":2014,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Derating; Hearing protection; Computer science; Noise (video); Scheme (mathematics); Risk analysis (engineering); Field (mathematics); Work (physics); Reliability engineering; Engineering; Telecommunications; Hearing loss; Audiology; Electrical engineering; Artificial intelligence; Business; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01772681,0.001023648,0.000899284,0.005147085,0.005257205,0.008184979,0.004181343,0.005553121,0.05988799],"category_scores_gemma":[0.03390376,0.0006746034,0.001057421,0.002865119,0.002751219,0.004269761,0.003738758,0.006563886,0.04028767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01085132,"about_ca_system_score_gemma":0.05152246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1645565,"about_ca_topic_score_gemma":0.1976224,"domain_scores_codex":[0.9664673,0.002191657,0.002073723,0.001282127,0.02625442,0.001730803],"domain_scores_gemma":[0.8999784,0.004658615,0.001232183,0.004039938,0.08669556,0.003395291],"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":[0.0001042502,0.0001874257,0.001052523,0.0003809067,0.000009386488,0.0002206917,0.0007461327,0.0004759386,0.003097282,0.05352901,0.7712745,0.1689219],"study_design_scores_gemma":[0.00001186634,0.00003165203,0.001131547,0.0002464168,0.000007180935,0.0002073952,0.0001763198,0.0001615855,0.0004888211,0.001642416,0.9958659,0.00002885569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006315597,0.006044643,0.0422282,0.05085827,0.01990606,0.001776401,0.008775665,0.005475324,0.8586198],"genre_scores_gemma":[0.05315166,0.0118444,0.1012052,0.03793247,0.004807717,0.00274731,0.02461896,0.001861624,0.7618308],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8354435,"threshold_uncertainty_score":0.3271973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03944429056333283,"score_gpt":0.3363555577853614,"score_spread":0.2969112672220286,"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."}}