{"id":"W7005511689","doi":"","title":"On reducing low frequency impact sound transmission in wood framed construction","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Soundproofing; Sound transmission class; Noise control; Flanking maneuver; Noise (video); Sound (geography); Parametric statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001666954,0.0001131046,0.0002151385,0.00003589522,0.00006015334,0.000005366529,0.00004025854,0.0001474917,0.002988778],"category_scores_gemma":[0.00009333708,0.00006379875,0.00007007133,0.0001099848,0.00007281755,0.00005594567,0.00001122121,0.0003369531,0.00006322761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007656882,"about_ca_system_score_gemma":0.00001078051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001916043,"about_ca_topic_score_gemma":4.702913e-7,"domain_scores_codex":[0.9992011,0.00005068506,0.0001584948,0.0001463208,0.0001215757,0.0003217977],"domain_scores_gemma":[0.9995557,0.0001348143,0.00003418368,0.00006349587,0.00001531969,0.0001964901],"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":[0.001360173,0.001268264,0.1490427,0.0001067784,0.00009214021,0.00004878994,0.0004440046,0.00001004377,0.5760252,0.001348609,0.00199808,0.2682552],"study_design_scores_gemma":[0.004155711,0.002089783,0.925918,0.0005243996,0.00009128086,0.0001250239,0.0001428671,0.0001418266,0.0198913,0.04575547,0.0007636191,0.0004007267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818265,0.0003273035,0.00009309893,0.0007406244,0.0001847451,0.0001934237,0.000005465915,0.00003858959,0.01659026],"genre_scores_gemma":[0.9974804,0.0001280206,0.001662845,0.0004848396,0.0001909693,0.000009999905,0.00001024273,0.000004369397,0.00002829518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7768753,"threshold_uncertainty_score":0.9979226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491217038892581,"score_gpt":0.3250236629527745,"score_spread":0.2901114925638487,"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."}}