{"id":"W1501616635","doi":"","title":"Future directions for research on the combined effects of noise and vibration on cognition and communication","year":2004,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Annoyance; Cognition; Vigilance (psychology); Noise (video); Vibration; Intelligibility (philosophy); Computer science; Acoustics; Speech recognition; Psychology; Cognitive psychology; Artificial intelligence; Physics","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":[0.0005587247,0.00006283318,0.00008296129,0.0001241091,0.001140313,0.00001334739,0.00005958057,0.00008776453,0.000006775071],"category_scores_gemma":[0.0003907724,0.00004779704,0.00001112628,0.0001354311,0.00007993048,0.00002985212,0.00002168106,0.0002761238,0.000005934196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626128,"about_ca_system_score_gemma":0.0001728878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003838683,"about_ca_topic_score_gemma":0.01212168,"domain_scores_codex":[0.9992409,0.0002395639,0.000114659,0.0001054534,0.00009953056,0.000199883],"domain_scores_gemma":[0.9978877,0.001567435,0.00004861308,0.000213054,0.0001595759,0.0001235782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003572443,0.0002437739,0.0002665414,0.002606396,0.0001160036,0.000005814259,0.008311171,0.0003361558,0.03050614,0.8670679,0.07019737,0.0199855],"study_design_scores_gemma":[0.01613106,0.006820329,0.7082214,0.006303227,0.0006422199,0.000002396462,0.02552265,0.005127256,0.003794138,0.1306662,0.09581601,0.0009531435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630409,0.0002756475,0.001068956,0.02573737,0.0005930587,0.00483695,0.00009746478,0.00002937221,0.004320299],"genre_scores_gemma":[0.9970211,0.0004336317,0.0002088839,0.001654125,0.0001215365,0.0003067494,0.0000413932,0.00001255396,0.0001999902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7364017,"threshold_uncertainty_score":0.877048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0623482020530183,"score_gpt":0.3996824906432388,"score_spread":0.3373342885902205,"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."}}