{"id":"W2149948328","doi":"10.1061/9780784413517.162","title":"Aircraft Sound Transmission in Homes Categorized by Typical Construction Type","year":2014,"lang":"en","type":"article","venue":"Construction Research Congress 2014","topic":"Noise Effects and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Transport Canada; Pennsylvania State University; Georgia Institute of Technology; Federal Aviation Administration; National Aeronautics and Space Administration","keywords":"Flexibility (engineering); Noise (video); Sound energy; Transmission (telecommunications); Noise control; Sound (geography); Sound transmission class; Computer science; Range (aeronautics); Ambient noise level; Architectural engineering; Environmental science; Telecommunications; Engineering; Acoustics; Civil engineering; Noise reduction; Aerospace engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003248177,0.0002258168,0.0004242071,0.0005219769,0.0008513522,0.00005776615,0.0002775634,0.000352986,0.002542376],"category_scores_gemma":[0.0006390935,0.00019012,0.00006380224,0.0005931116,0.0007269836,0.000240373,0.0001471065,0.001379068,0.0009921772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268285,"about_ca_system_score_gemma":0.0002646767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003750833,"about_ca_topic_score_gemma":0.0001329223,"domain_scores_codex":[0.9945189,0.002677109,0.0005982927,0.0005731799,0.0007227772,0.0009097679],"domain_scores_gemma":[0.9975559,0.0009504048,0.0001448306,0.0004567868,0.0005818489,0.0003102258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002620883,0.0002730248,0.08986216,0.001317992,0.0001451921,0.00002400996,0.000867783,0.00004444234,0.02099242,0.1508599,0.4094517,0.3235405],"study_design_scores_gemma":[0.006534006,0.0004459633,0.009728978,0.0004576096,0.00003770519,0.00001730143,0.002936086,0.002572023,0.0008729711,0.02729778,0.9485424,0.0005571714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199291,0.001019011,0.02290677,0.00675369,0.01063951,0.004345484,0.00002925418,0.0004644118,0.03391271],"genre_scores_gemma":[0.9906558,0.0006863854,0.002445977,0.0002200142,0.0005631577,0.0002791168,0.0000795979,0.00005546976,0.00501451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5390908,"threshold_uncertainty_score":0.9997857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05154728580204013,"score_gpt":0.4340001374063372,"score_spread":0.382452851604297,"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."}}