{"id":"W1987524630","doi":"10.1139/l07-007","title":"Influence of pavement surface noise: the Korea Highway Corporation test road","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Noise Effects and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roadway noise; Noise (video); Road surface; Microphone; Traffic noise; Train; Engineering; Automotive engineering; Transport engineering; Road traffic; Computer science; Noise reduction; Civil engineering; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001627567,0.0001007291,0.0001731554,0.0001595695,0.0001692618,0.00001013822,0.0001960639,0.00005681309,0.00007801672],"category_scores_gemma":[0.0002721759,0.00007394754,0.00004574373,0.0002138249,0.00002630559,0.0001282934,0.00001641709,0.0003480418,0.000008937763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002520437,"about_ca_system_score_gemma":0.0004796094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004131187,"about_ca_topic_score_gemma":0.1360475,"domain_scores_codex":[0.9988231,0.00003597036,0.0005306989,0.00006733557,0.0001926238,0.0003502918],"domain_scores_gemma":[0.9986403,0.0003031331,0.0003373804,0.0001688795,0.0002329825,0.000317324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00001693911,0.00003227717,0.06958591,0.0005960813,0.0001368498,0.0002069508,0.003929576,0.846233,0.04632048,0.007313028,0.02433128,0.001297599],"study_design_scores_gemma":[0.001174056,0.0003202521,0.8364021,0.001511806,0.00009435477,0.00001689686,0.0008753592,0.002887968,0.002935431,0.0001424965,0.1533081,0.0003312193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903107,0.0003860584,0.005253815,0.000877018,0.0008184952,0.00035357,0.000008902288,0.00001141851,0.00198002],"genre_scores_gemma":[0.9991284,0.00001745519,0.0001376231,0.0002298265,0.0001932742,0.000002217469,0.000001317288,0.00001572993,0.0002741565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.843345,"threshold_uncertainty_score":0.8797174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467815859678237,"score_gpt":0.2715715297080067,"score_spread":0.2568933711112243,"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."}}