{"id":"W7106821268","doi":"10.14288/cjur.v4i1.189761","title":"Soundproofing: The Diminishing Effect of Media on Sound Intensity and Resonance Modes","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Soundproofing; Sound intensity; Resonance (particle physics); Wavelength; Sound transmission class; Intensity (physics); Absorption (acoustics); Acoustic resonance; Sound (geography); Loudspeaker","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004698497,0.00009017606,0.0001687636,0.00002804535,0.002340624,0.001059593,0.0004871691,0.00003670392,0.0000252573],"category_scores_gemma":[0.0008285352,0.0000645955,0.000023308,0.0001173507,0.0001786861,0.0001698753,0.0002974277,0.0002205114,0.000003018357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006025961,"about_ca_system_score_gemma":0.00002014007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008225828,"about_ca_topic_score_gemma":0.0006093436,"domain_scores_codex":[0.9994215,0.000037122,0.0001032366,0.0001334395,0.0001435205,0.0001612215],"domain_scores_gemma":[0.9987595,0.0006541596,0.00003386517,0.0004585976,0.00004882288,0.00004503079],"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":[0.003073471,0.0005002621,0.01701275,0.001249141,0.001642648,0.00008776709,0.0160583,0.106595,0.02220378,0.008646344,0.7431607,0.0797698],"study_design_scores_gemma":[0.00626033,0.001919681,0.09612023,0.0007935927,0.0003202098,0.0001084181,0.002548121,0.7690298,0.03756948,0.07122555,0.012621,0.001483621],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5118216,0.0002858585,0.002788991,0.00038913,0.0005386563,0.001338101,0.00005677472,0.00008585725,0.482695],"genre_scores_gemma":[0.9956114,0.00003155915,0.0001894716,0.000008315047,0.00005573251,0.00006888401,8.234468e-7,0.00001720116,0.004016569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7305397,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741545406450121,"score_gpt":0.2933207576237798,"score_spread":0.2559053035592787,"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."}}