{"id":"W164299287","doi":"10.3233/oer-2007-7302","title":"Effects of sound types and volumes on simulated driving, vigilance tasks and heart rate","year":2008,"lang":"en","type":"article","venue":"Occupational Ergonomics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"QUIET; Vigilance (psychology); Audiology; Affect (linguistics); Perception; Psychology; Speech recognition; Computer science; Cognitive psychology; Communication; Medicine","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":[0.0001741336,0.00009782222,0.0001796427,0.00006001238,0.0002866951,0.000004681289,0.00003859664,0.00006546964,0.00001980399],"category_scores_gemma":[0.0001305327,0.00008847573,0.00001929328,0.00004601367,0.00006863043,0.00006273169,0.00006233179,0.0001190873,0.00002873164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003688107,"about_ca_system_score_gemma":0.00006530422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006553905,"about_ca_topic_score_gemma":0.00003119825,"domain_scores_codex":[0.9993033,0.0001108012,0.0001923226,0.0001738588,0.00006760233,0.0001520911],"domain_scores_gemma":[0.9987986,0.0008819065,0.000109596,0.0001033204,0.00004704401,0.00005952232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001403962,0.0002358478,0.940164,0.001347069,0.0001778284,0.0000116138,0.001424007,0.003935365,0.004345798,0.02512941,0.02037304,0.001452005],"study_design_scores_gemma":[0.0008228813,0.0001131465,0.9878471,0.0001014386,0.00001483697,5.499465e-7,0.00001342514,0.003045625,0.0001639499,0.0004410928,0.007340396,0.0000955549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984408,0.0001628852,0.0001465535,0.00009274649,0.0002234891,0.0004330432,0.000008270656,0.00002368224,0.0004685493],"genre_scores_gemma":[0.9979317,0.0001515097,0.0003603713,0.0006907659,0.00008935779,0.00001733938,0.00001388443,0.0000126079,0.0007324208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04768305,"threshold_uncertainty_score":0.3607936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364583844347606,"score_gpt":0.3397784893617084,"score_spread":0.3161326509182323,"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."}}