{"id":"W2517908811","doi":"","title":"CSA Z107.56 and Safe Use of Music Players","year":2016,"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":"","funders":"","keywords":"Active listening; Noise (video); Noise control; Noise exposure; Ambient noise level; Computer science; Noise reduction; Hearing loss; Psychology; Acoustics; Audiology; Sound (geography); Communication; Medicine; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001674969,0.00009169352,0.0001460147,0.0001392523,0.0001994474,0.000005498928,0.00007531138,0.00009948204,0.0004781116],"category_scores_gemma":[0.0002800039,0.00006560705,0.00002372956,0.00007659377,0.00006925389,0.00006553988,0.00004565094,0.0001083036,0.00009876468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197512,"about_ca_system_score_gemma":0.0004040318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03190454,"about_ca_topic_score_gemma":0.0453618,"domain_scores_codex":[0.9991082,0.00006834897,0.0001936638,0.0001428425,0.00008648033,0.0004004583],"domain_scores_gemma":[0.9987966,0.0003989626,0.00007353609,0.0002386651,0.00006883605,0.0004233405],"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":[0.00002921337,0.00002121144,0.01549147,0.0006215169,0.0001113911,0.0000990607,0.001783888,0.00005529937,0.02464119,0.02213661,0.8714157,0.06359342],"study_design_scores_gemma":[0.001875601,0.0001467252,0.2690263,0.000830688,0.0002044256,0.000001728371,0.001578341,0.0004243082,0.00004792572,0.0008414506,0.7245532,0.0004692888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753242,0.0001153697,0.006141003,0.002457799,0.001809362,0.00108585,0.000425635,0.00004333394,0.01259743],"genre_scores_gemma":[0.9835339,0.00009311208,0.0006372533,0.002818575,0.0001753769,0.00001706283,0.000004222434,0.00002059391,0.01269988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2535348,"threshold_uncertainty_score":0.9745421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0725831334280877,"score_gpt":0.326373699811643,"score_spread":0.2537905663835553,"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."}}