{"id":"W1570736881","doi":"","title":"Changes to iso standards and their effects on machinery noise declarations","year":2011,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Noise (video); Listing (finance); Reliability (semiconductor); Computer science; Reliability engineering; Risk analysis (engineering); Standardization; Engineering; Systems engineering; Business; Artificial intelligence","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":[0.05817671,0.001200839,0.0008076628,0.006616414,0.00462936,0.007959697,0.004980386,0.005068309,0.005330554],"category_scores_gemma":[0.209553,0.001459048,0.001573358,0.009055961,0.004532582,0.004688204,0.003169893,0.00752174,0.003142941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03139833,"about_ca_system_score_gemma":0.04837433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4381621,"about_ca_topic_score_gemma":0.3833463,"domain_scores_codex":[0.7438205,0.01884508,0.01277073,0.003934106,0.216439,0.004190635],"domain_scores_gemma":[0.7073007,0.03495789,0.009717754,0.01364516,0.2324625,0.001915935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002361182,0.0002933764,0.009009656,0.001295928,0.00006253991,0.0004374863,0.004559136,0.01068547,0.003951636,0.2258444,0.3910432,0.352581],"study_design_scores_gemma":[0.00002897395,0.00009916772,0.01593169,0.00131429,0.00006764456,0.0002412014,0.001384901,0.002637977,0.003595858,0.01679445,0.9576641,0.0002396754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04607806,0.02652211,0.08990013,0.1281186,0.03856568,0.001784057,0.006513461,0.004952335,0.6575656],"genre_scores_gemma":[0.3488183,0.03533456,0.2318592,0.06402007,0.00758803,0.001445928,0.01708936,0.004210221,0.2896343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4381621,"threshold_uncertainty_score":0.8712234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380224451985111,"score_gpt":0.3289863724525591,"score_spread":0.290963927254048,"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."}}