{"id":"W3024014442","doi":"10.3138/jmvfh-2019-0035","title":"Toward an improved hearing safety standard for impulse noise exposure in the Canadian Armed Forces","year":2020,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Noise Effects and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Defence Research and Development Canada","funders":"","keywords":"Impulse noise; Hearing loss; Noise (video); Impulse (physics); Hearing protection; Computer science; Industrial noise; Noise-induced hearing loss; Audiology; Noise exposure; Acoustics; Medicine; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02393359,0.001245946,0.0008248267,0.00914653,0.003910148,0.004188458,0.006439487,0.001792293,0.004826122],"category_scores_gemma":[0.03962991,0.0004179247,0.0009756344,0.005441112,0.002268614,0.002014809,0.003104611,0.002170283,0.000958921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0529028,"about_ca_system_score_gemma":0.1454366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9665235,"about_ca_topic_score_gemma":0.9604859,"domain_scores_codex":[0.9780955,0.002606679,0.001427669,0.0009739026,0.01566105,0.001235206],"domain_scores_gemma":[0.9259335,0.003266749,0.002720409,0.0009262208,0.06544007,0.001713033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003096639,0.0003397086,0.1729766,0.004806672,0.0001554306,0.0003966172,0.005786348,0.007936423,0.008503624,0.02531444,0.1377734,0.6357009],"study_design_scores_gemma":[0.00007489741,0.0005663339,0.6120948,0.007084027,0.0003308135,0.0004783032,0.008057477,0.009576675,0.007542005,0.008404496,0.3453907,0.0003995814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1674418,0.1040069,0.2920364,0.1694335,0.006083312,0.004367561,0.0348595,0.004042872,0.2177282],"genre_scores_gemma":[0.5543795,0.04404952,0.3518043,0.01456791,0.0009503227,0.001646629,0.01302135,0.0004445374,0.01913589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0529028,"threshold_uncertainty_score":0.3838385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08641556197945088,"score_gpt":0.3769638634311211,"score_spread":0.2905483014516703,"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."}}