{"id":"W2622373660","doi":"10.1121/1.4987245","title":"Measurement data for the prediction of the flanking transmission in lightweight building constructions","year":2017,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Flanking maneuver; Isotropy; Homogeneous; Reduction (mathematics); Transmission (telecommunications); Path (computing); Computer science; Acoustics; Sound transmission class; Radiation; Statistics; Mathematics; Telecommunications; Physics; Optics; Statistical physics; Structural engineering; Engineering; Geometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002483079,0.0007932218,0.0005471861,0.001822329,0.0005975124,0.0004732727,0.00139822,0.0005844084,0.001834698],"category_scores_gemma":[0.006269008,0.0003554047,0.0004117182,0.001505433,0.0003642571,0.0007142621,0.0006410024,0.0008560018,0.00161904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004776309,"about_ca_system_score_gemma":0.0006844003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002565294,"about_ca_topic_score_gemma":0.00368164,"domain_scores_codex":[0.9954081,0.0004438985,0.0001941986,0.0002525293,0.003539657,0.0001614514],"domain_scores_gemma":[0.9939347,0.002027069,0.0008353807,0.001081514,0.002006138,0.0001153367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001294295,0.0006157441,0.1635528,0.0006449547,0.00009727989,0.0007078383,0.001566832,0.1902463,0.4497729,0.003053077,0.005559475,0.1828886],"study_design_scores_gemma":[0.0001248812,0.002914972,0.3216794,0.0002403966,0.0002180714,0.001484944,0.001466556,0.1890725,0.4595485,0.001989679,0.02091625,0.0003437678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7606463,0.0002617135,0.222948,0.00008556939,0.00005186592,0.0001585722,0.003428517,0.003227414,0.009192082],"genre_scores_gemma":[0.9615246,0.0001842315,0.03301594,0.00001917906,0.00000687999,0.0001841731,0.003713546,0.0001764437,0.001174995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002565294,"threshold_uncertainty_score":0.01313198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168432566067793,"score_gpt":0.2880039912447673,"score_spread":0.2363196655840894,"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."}}