{"id":"W2517945028","doi":"","title":"Exterior Noise Ingress in Greater Vancouver Residential Buildings: Prediction versus Field Measurements","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facade; Noise (video); Noise control; Noise measurement; Engineering; Civil engineering; Computer science; Environmental science; Transport engineering; Noise reduction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009409079,0.0006506633,0.0003358829,0.0006688815,0.0008276311,0.001187547,0.0007319932,0.0005097283,0.0009509578],"category_scores_gemma":[0.002621478,0.0003831287,0.0002375288,0.001043921,0.000465057,0.0004375277,0.0005971208,0.0004981141,0.0005604711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430795,"about_ca_system_score_gemma":0.001563214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5646589,"about_ca_topic_score_gemma":0.7190634,"domain_scores_codex":[0.9991172,0.00015668,0.00004697617,0.0002115423,0.0003796362,0.00008808822],"domain_scores_gemma":[0.9982834,0.0005244441,0.0001989273,0.0001161442,0.0007868931,0.0000902173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000310808,0.0004144913,0.8822031,0.0001202895,0.00004476154,0.000341167,0.002981451,0.04882598,0.007541728,0.0002363303,0.001066592,0.05591331],"study_design_scores_gemma":[0.000023893,0.0003622292,0.8530962,0.00004372652,0.00002330052,0.0001720078,0.003457242,0.1360697,0.005147375,0.0001699058,0.001382116,0.00005219553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937458,0.00002791086,0.002808349,0.0000254813,0.000002609921,0.00003736282,0.0003319265,0.00009443239,0.002926196],"genre_scores_gemma":[0.9958695,0.00006367215,0.002430982,0.00001174177,0.000001714468,0.00002808842,0.0005280595,0.00001513165,0.00105123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4353411,"threshold_uncertainty_score":0.8758097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015076800103416,"score_gpt":0.1968977089916445,"score_spread":0.1818209088882285,"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."}}