{"id":"W4402586459","doi":"10.1061/jaeied.aeeng-1838","title":"Apparent Impact Sound Insulation Performance of Continuous Floating Concrete Toppings on Mass Timber Slab Floors","year":2024,"lang":"en","type":"article","venue":"Journal of Architectural Engineering","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Soundproofing; Slab; Structural engineering; Sound (geography); Engineering; Environmental science; Marine engineering; Geology; Geotechnical engineering; Acoustics; Physics","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":[0.0001333407,0.0001948439,0.0002675307,0.0002610537,0.00002413534,0.00005316164,0.00009225657,0.00004523193,0.00002009173],"category_scores_gemma":[0.00002525191,0.0001384212,0.0001643616,0.0001519704,0.00001362484,0.0001965083,0.0000112258,0.0003038829,0.000004446853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108737,"about_ca_system_score_gemma":0.00001553944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000427889,"about_ca_topic_score_gemma":1.69448e-7,"domain_scores_codex":[0.9991243,0.000009119177,0.0003985532,0.0000763916,0.0001873934,0.0002042125],"domain_scores_gemma":[0.9996601,0.00008987788,0.00006225431,0.00008018885,0.00004272765,0.00006486206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004501547,0.000001837689,0.0006445273,0.0001930819,0.0002210998,0.00001454175,0.0009043638,0.9323033,0.05665638,0.00001999258,0.00001310403,0.008982748],"study_design_scores_gemma":[0.0005264949,0.0007139079,0.005554011,0.001063908,0.00007617412,0.0002225868,0.00003596428,0.9369768,0.05424629,0.0000470049,0.0002708299,0.0002660669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953184,0.00182976,0.001753027,0.00002767485,0.0006103314,0.00007598514,0.000004740014,0.00009925167,0.0002808108],"genre_scores_gemma":[0.9977242,0.0000731369,0.001873479,0.000003276731,0.0002537479,0.000001415723,0.000002647641,0.00003634248,0.00003174899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008716681,"threshold_uncertainty_score":0.5644652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007146186117447153,"score_gpt":0.2059085022645621,"score_spread":0.198762316147115,"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."}}