{"id":"W3183233577","doi":"10.20935/al2355","title":"Evolution of the Acoustical Provisions within the Model National Building Code of Canada","year":2021,"lang":"en","type":"article","venue":"Academia Letters","topic":"Noise Effects and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Building code; Architectural engineering; Computer science; Geography; Engineering; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0006901378,0.00006836169,0.0001132025,0.00001995935,0.0003815703,0.000001667979,0.0002237223,0.0001165117,0.00001986538],"category_scores_gemma":[0.0006885657,0.00003914141,0.00003901573,0.0001793737,0.00007135543,0.00003875458,0.0002144379,0.0009116887,8.494758e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038701,"about_ca_system_score_gemma":0.001763009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135099,"about_ca_topic_score_gemma":0.01683533,"domain_scores_codex":[0.9985541,0.0002688593,0.0003264834,0.000129409,0.0005231947,0.0001979394],"domain_scores_gemma":[0.9989328,0.0005268411,0.0001988007,0.0001832937,0.0001223847,0.00003584535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002108979,0.00002427302,0.004080226,0.0002870562,0.0000659019,0.000002061151,0.0009196213,0.1913025,0.2186358,0.1463228,0.4382143,0.0001244586],"study_design_scores_gemma":[0.001896058,0.00002938793,0.08268628,0.001438014,0.0003028377,0.000004435382,0.004733355,0.8560578,0.01808529,0.01520205,0.01910138,0.0004631417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385352,0.00006976631,0.02947798,0.1284743,0.0008207934,0.0007744062,0.00007321779,0.0000162847,0.001758083],"genre_scores_gemma":[0.9841773,0.00000225002,0.001025718,0.0142065,0.0001027512,0.00003752335,0.000002058162,0.000008464018,0.0004374572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6647553,"threshold_uncertainty_score":0.9952325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729655840344431,"score_gpt":0.3481937188821371,"score_spread":0.3208971604786928,"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."}}