{"id":"W4381057128","doi":"10.3397/nc_2023_0172","title":"Characterization of Road noise levels increase due to installation of transverse rumble strips","year":2023,"lang":"en","type":"article","venue":"NOISE-CON proceedings","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Rumble; STRIPS; Noise (video); Transverse plane; Acoustics; Noise control; Engineering; Physics; Electrical engineering; Structural engineering; Computer science; Noise reduction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001947767,0.0002032788,0.0001494736,0.0004760777,0.0001555349,0.0002568291,0.0002288682,0.0003982941,0.001400516],"category_scores_gemma":[0.0005847839,0.0001439622,0.0002028041,0.000289373,0.000191817,0.0001418737,0.0002374337,0.0002572612,0.0003663606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171973,"about_ca_system_score_gemma":0.00009824844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347779,"about_ca_topic_score_gemma":0.001821056,"domain_scores_codex":[0.9996436,0.00005652414,0.0000169456,0.00007087228,0.0001586535,0.00005351246],"domain_scores_gemma":[0.9993702,0.0001630503,0.0001461592,0.00004807043,0.0002263812,0.00004618077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001859956,0.0003673025,0.2317319,0.0001896093,0.00007956897,0.000829242,0.0006931481,0.004150413,0.7275241,0.0001298661,0.0002285054,0.03221648],"study_design_scores_gemma":[0.00001123645,0.002654698,0.8580075,0.00001681479,0.00006095299,0.0005041226,0.0006554517,0.004344141,0.1326236,0.00006572349,0.001033165,0.00002253399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969847,0.00005045201,0.001888943,0.000006225878,0.000004126935,0.00001746129,0.00009871563,0.0000203339,0.0009290502],"genre_scores_gemma":[0.9977617,0.00005682699,0.0008908621,0.00001427355,0.000004495366,0.00002245928,0.0002146969,0.000006873172,0.001027752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001400516,"threshold_uncertainty_score":0.004685223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04645796237277139,"score_gpt":0.3400256318457462,"score_spread":0.2935676694729749,"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."}}