{"id":"W4220776492","doi":"10.1121/10.0009749","title":"A comparison of self-reported health status and perceptual responses toward environmental noise in rural, suburban, and urban regions in Canada","year":2022,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Noise Effects and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Government of Canada","keywords":"Annoyance; QUIET; Noise pollution; Noise (video); Indigenous; Geography; Socioeconomics; Environmental health; Rural area; Environmental noise; Environmental protection; Medicine; Loudness; Audiology; Sociology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001128624,0.00009980852,0.0004445088,0.00003243174,0.0003279767,0.000001972851,0.0001872056,0.00002446222,0.00006315166],"category_scores_gemma":[0.00009452003,0.0000615707,0.00006623717,0.0001776725,0.0002577014,0.00003246668,0.000397218,0.0007716612,9.766313e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000811892,"about_ca_system_score_gemma":0.0008993666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2327419,"about_ca_topic_score_gemma":0.008387774,"domain_scores_codex":[0.9972327,0.001186691,0.0007473674,0.00008111359,0.0004428786,0.0003092625],"domain_scores_gemma":[0.9979247,0.001004269,0.0007700285,0.0001703139,0.0000177833,0.0001128449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001340071,0.0007162739,0.7592542,0.0003864602,0.000296326,0.000007579657,0.08770061,0.002723641,0.004900668,0.00001787705,0.1392676,0.003388707],"study_design_scores_gemma":[0.001330124,0.0007125764,0.697138,0.000138829,0.0001349678,0.00001105083,0.285418,0.01080542,0.000009485591,0.00005792527,0.004144348,0.00009928204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887603,0.001150123,0.000201119,0.009315927,0.0001070501,0.0004194845,0.00002933571,0.000002570852,0.00001411974],"genre_scores_gemma":[0.9960151,0.00146002,0.0007808169,0.001659659,0.00002147703,0.000006415263,0.000001032236,0.000009299695,0.00004622915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2243541,"threshold_uncertainty_score":0.7723674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156509580764429,"score_gpt":0.3402719787178992,"score_spread":0.3087068829102549,"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."}}