{"id":"W2810408797","doi":"","title":"RWDI: Acoustics, Noise, and Vibration Consultants","year":2018,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Architectural acoustics; Work (physics); Political science; Humanities; Engineering; Library science; Architectural engineering; Art; Computer science; Mechanical engineering; Electrical engineering","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":[0.00003205102,0.0001217282,0.0001093278,0.0001232589,0.0001003877,0.00006173257,0.00006550076,0.000090956,0.0001826106],"category_scores_gemma":[0.00009667646,0.0001316412,0.00001411782,0.0002758846,0.00009007061,0.00007232244,0.00000598652,0.00009017865,0.00006101466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009939911,"about_ca_system_score_gemma":0.00007269587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049904,"about_ca_topic_score_gemma":0.002235388,"domain_scores_codex":[0.9994372,0.000004652461,0.0001329032,0.0001146086,0.00007372011,0.0002369413],"domain_scores_gemma":[0.9993753,0.00002417824,0.00001220841,0.0001391542,0.0001209175,0.0003281726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007011933,0.000005497299,0.0007849127,0.000168639,0.0002637664,0.00004699369,0.001007889,0.4277941,0.4387155,0.001983989,0.07048327,0.05873847],"study_design_scores_gemma":[0.0001402339,0.00001726961,0.03066991,0.00001157617,0.00005283372,0.00001167242,0.0001202983,0.9662332,0.0008876732,0.00007587313,0.001560686,0.0002188023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.427029,0.0002503304,0.5670013,0.000143021,0.001152663,0.0001156404,0.0001425448,0.0003679882,0.003797418],"genre_scores_gemma":[0.9971172,0.00005017965,0.002108094,0.0002265966,0.0002572483,0.000002084897,0.00002798742,0.00002549775,0.0001850772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5700882,"threshold_uncertainty_score":0.5368171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006444214528291919,"score_gpt":0.1917582664910251,"score_spread":0.1853140519627332,"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."}}