{"id":"W4416095379","doi":"10.3397/in_2025_1076858","title":"Investigating flanking noise transmission in mass timber construction through laboratory measurements of isolated floor toppings","year":2025,"lang":"en","type":"article","venue":"NOISE-CON proceedings","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flanking maneuver; Transmission (telecommunications); Noise (video); Vibration; Noise control; Sound transmission class; Power transmission; Attenuation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000359501,0.0004103273,0.0002320702,0.0004553704,0.0005386301,0.0003518302,0.0005569678,0.000360955,0.001330444],"category_scores_gemma":[0.0007371711,0.0001972396,0.0002200654,0.0002511904,0.0004921085,0.0002618566,0.000344309,0.0004309355,0.0002867327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223446,"about_ca_system_score_gemma":0.0002968781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00351193,"about_ca_topic_score_gemma":0.007743675,"domain_scores_codex":[0.999593,0.00003616496,0.00001441432,0.00008168723,0.0002105557,0.00006416714],"domain_scores_gemma":[0.999416,0.0001489636,0.0001013866,0.00007147538,0.0001883221,0.0000738744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003950687,0.000370039,0.01912015,0.00005011815,0.00001357457,0.0002443793,0.000554695,0.00457267,0.9640796,0.0001670752,0.0001006536,0.01033186],"study_design_scores_gemma":[0.00004038028,0.004456596,0.1670599,0.0000237069,0.000065591,0.0003758157,0.001318107,0.0156558,0.8095911,0.0001584603,0.001204774,0.00004978744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964167,0.00001298874,0.002840827,0.000002792337,0.000002616861,0.00001071902,0.00003780157,0.0000562451,0.0006191746],"genre_scores_gemma":[0.9969344,0.0000136567,0.002514021,0.000005304521,0.000001249378,0.00001525218,0.00004224108,0.00001188746,0.0004619481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00351193,"threshold_uncertainty_score":0.006982982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847538270630258,"score_gpt":0.2224121014863245,"score_spread":0.203936718780022,"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."}}