{"id":"W1701478164","doi":"","title":"ISO 1996 \"Acoustics - Description and measurement of environmental noise\" round robin testing","year":2001,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Annoyance; Acoustics; Context (archaeology); Noise (video); Impulse noise; Environmental noise; Ambient noise level; Room acoustics; Industrial noise; Noise exposure; Impulse (physics); Engineering; Reverberation; Environmental science; Computer science; Sound (geography); Audiology; Geology; Medicine; Artificial intelligence; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006000706,0.0001805689,0.0002236142,0.0001760084,0.0005120881,0.00001789553,0.0001151017,0.000141333,0.0001758457],"category_scores_gemma":[0.0002825796,0.0001848387,0.00002659302,0.0001455746,0.00008514382,0.00008615359,0.00006742757,0.000287171,0.00004646204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110532,"about_ca_system_score_gemma":0.0003787726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02647414,"about_ca_topic_score_gemma":0.01197032,"domain_scores_codex":[0.9983467,0.0001114736,0.0003951637,0.0002447977,0.0003103507,0.00059155],"domain_scores_gemma":[0.9989015,0.0001298752,0.0001601367,0.0002637491,0.00008643409,0.0004583128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004778923,0.0001952904,0.1321189,0.0009533379,0.0001364956,0.0001829976,0.001576483,0.002848673,0.8048604,0.0008398729,0.0293908,0.02684893],"study_design_scores_gemma":[0.00121601,0.0002847286,0.9676541,0.0004263788,0.0003135442,0.000011107,0.003134386,0.01237626,0.000036506,0.0003375682,0.01375537,0.0004540236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810434,0.000405263,0.01044286,0.0002504498,0.0009371415,0.001060896,0.0001446574,0.00004456435,0.005670762],"genre_scores_gemma":[0.9960053,0.0001462785,0.001738294,0.0007084213,0.0002456539,0.00003018293,0.00001878179,0.00003583584,0.001071234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8355352,"threshold_uncertainty_score":0.9800087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06533601255299566,"score_gpt":0.2894946785235835,"score_spread":0.2241586659705879,"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."}}