{"id":"W2621549679","doi":"10.1121/1.4988335","title":"Using color mapping of sound intensity measurement to detect and identify sound isolation weak spots","year":2017,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Isolation (microbiology); Sound (geography); Acoustics; Computer science; Sound intensity; Intensity (physics); Acoustic source localization; Physics; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001562837,0.0001285217,0.0003604644,0.00003226797,0.0003379434,0.00005066561,0.0006082805,0.00005555661,0.00001131739],"category_scores_gemma":[0.0008591816,0.00008074861,0.0001785112,0.0001248821,0.0005596899,0.0001211623,0.0003534545,0.0003951358,0.00000127573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002369003,"about_ca_system_score_gemma":0.00005102387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000630056,"about_ca_topic_score_gemma":0.000001727068,"domain_scores_codex":[0.9984015,0.00007011053,0.0004380807,0.00007923669,0.0007626656,0.0002484251],"domain_scores_gemma":[0.9983618,0.0002451614,0.0003936744,0.0003883025,0.0005051211,0.0001058978],"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":[0.0001876624,0.000032391,0.0007110693,0.0002448735,0.0005520238,8.918194e-7,0.00188783,0.17005,0.8186162,0.000002372855,0.001783259,0.005931422],"study_design_scores_gemma":[0.0005533033,0.0002117867,0.05437885,0.0003101364,0.0004046983,0.00006615074,0.003998404,0.929332,0.005315448,0.0051672,0.0000664347,0.0001955782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3997683,0.0001354478,0.5993167,0.0004518651,0.00014079,0.0001279636,0.000003272253,0.000005053329,0.00005059491],"genre_scores_gemma":[0.953422,0.00008082076,0.04628469,0.00006964029,0.0001177531,5.173484e-7,4.257807e-8,0.00001771855,0.000006842498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8133007,"threshold_uncertainty_score":0.3292833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0744276953210767,"score_gpt":0.3098837709355822,"score_spread":0.2354560756145055,"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."}}