{"id":"W2179241601","doi":"10.3138/jmvfh.3076","title":"Comparison of different types of hearing protection devices for use during weapons firing","year":2015,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Noise Effects and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Hearing protection; Decibel; Computer science; Impulse noise; Noise (video); Acoustics; Simulation; Audiology; Hearing loss; Telecommunications; Artificial intelligence; Medicine; Physics","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":[0.002045085,0.001179599,0.0007893468,0.001565857,0.0004026775,0.0006747076,0.0006786942,0.0007618335,0.003444742],"category_scores_gemma":[0.004439446,0.0003271003,0.001168509,0.0008250983,0.0003124195,0.0008548541,0.0006584238,0.0003667921,0.000603701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002454537,"about_ca_system_score_gemma":0.0003284665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005168713,"about_ca_topic_score_gemma":0.000575695,"domain_scores_codex":[0.9971145,0.0006506611,0.0005784357,0.0004695526,0.0009845409,0.0002022972],"domain_scores_gemma":[0.9961219,0.001930078,0.00054799,0.0002070147,0.0009680582,0.0002248978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0694693,0.005155121,0.1130239,0.0123063,0.00210946,0.0009031016,0.001292568,0.00102436,0.3048703,0.0002859836,0.00181226,0.4877473],"study_design_scores_gemma":[0.001510239,0.2554059,0.4813673,0.00114384,0.004008688,0.003958035,0.002179207,0.001454114,0.2335458,0.0003160857,0.01486991,0.0002409461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883575,0.007033491,0.001791479,0.00006094867,0.00010684,0.0002509028,0.0006775137,0.00005922827,0.00166207],"genre_scores_gemma":[0.9854884,0.00422752,0.007993211,0.0001189599,0.00006898607,0.0002677287,0.0009481068,0.00003139205,0.0008557012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003444742,"threshold_uncertainty_score":0.01152378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2193207171284657,"score_gpt":0.4452947905014799,"score_spread":0.2259740733730142,"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."}}