{"id":"W2906573885","doi":"10.5864/d2018-026","title":"The public’s exposure to and perception of noise in aquatic facilities: a pilot study","year":2018,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Noise Effects and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Noise (video); Recreation; Noise exposure; Public health; Noise level; Perception; Environmental health; Environmental science; Psychology; Medicine; Audiology; Political science; Hearing loss; Computer science; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002714099,0.000122931,0.0003354107,0.00004669598,0.000478739,0.000004829986,0.0001260042,0.00001752554,0.000413602],"category_scores_gemma":[0.00007661581,0.00008057125,0.00001941288,0.0001141581,0.00008675,0.00006493417,0.00019644,0.0001744044,0.0004007874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002906568,"about_ca_system_score_gemma":0.00004945392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005294926,"about_ca_topic_score_gemma":0.001823201,"domain_scores_codex":[0.9973068,0.001168297,0.0006770616,0.0002397197,0.0002389114,0.0003692295],"domain_scores_gemma":[0.9990997,0.0001933883,0.0001791392,0.000364944,0.000004670363,0.000158213],"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":[0.0002090725,0.002373029,0.1722869,0.0229489,0.00005168275,0.000003890314,0.03368515,3.41708e-7,0.0003519632,0.0006159581,0.0297874,0.7376857],"study_design_scores_gemma":[0.001192186,0.011853,0.5534059,0.004000994,0.00002137559,8.185758e-7,0.02648767,0.00001014402,3.948039e-7,0.00005989283,0.4027884,0.0001792299],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485659,0.02994996,0.00003308672,0.01078292,0.0002737675,0.009723454,0.0000170946,0.00001710517,0.0006367219],"genre_scores_gemma":[0.9491816,0.04349951,0.0000675829,0.005214652,0.00005790545,0.0007017775,0.00000493334,0.00001191029,0.001260164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7375065,"threshold_uncertainty_score":0.5151445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0728260492553717,"score_gpt":0.401292080654531,"score_spread":0.3284660313991593,"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."}}