{"id":"W4367301068","doi":"10.1016/j.neuroimage.2023.120143","title":"The integration of continuous audio and visual speech in a cocktail-party environment depends on attention","year":2023,"lang":"en","type":"article","venue":"NeuroImage","topic":"Multisensory perception and integration","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Science Foundation Ireland","keywords":"Multisensory integration; Speech recognition; Speech processing; Computer science; Task (project management); Natural (archaeology); Psychology; Neurocomputational speech processing; Speech perception; Cognitive psychology; Perception; Sensory system; Neuroscience","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":[0.0004621873,0.0004445278,0.0004011413,0.0004308457,0.0003935024,0.001021496,0.0003196455,0.0004767294,0.001646967],"category_scores_gemma":[0.003082114,0.0004209649,0.0008208589,0.0002623794,0.0006148595,0.000884135,0.001099279,0.0004185381,0.0003323795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002064191,"about_ca_system_score_gemma":0.0002783601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001599934,"about_ca_topic_score_gemma":0.001249135,"domain_scores_codex":[0.9995695,0.00008551848,0.00002731117,0.0001333852,0.0001260778,0.00005830141],"domain_scores_gemma":[0.9993443,0.0003717715,0.00009821726,0.00006996548,0.0000637888,0.00005200772],"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":[0.0006797761,0.000182424,0.01391176,0.0004896178,0.0004103764,0.0007613152,0.001493452,0.01426804,0.8809572,0.00502621,0.0005502506,0.08126962],"study_design_scores_gemma":[0.0000933901,0.002017498,0.5530818,0.0001700772,0.0006866527,0.002680657,0.001352513,0.2259837,0.1817435,0.02661711,0.005266713,0.0003064495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359918,0.0005965327,0.05550899,0.0001600265,0.00006035958,0.00005801182,0.0001551752,0.0002100471,0.007259135],"genre_scores_gemma":[0.9932127,0.0003306294,0.005566369,0.00004316037,0.000021198,0.00002962382,0.00008196953,0.00002217074,0.0006922512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001646967,"threshold_uncertainty_score":0.005509675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05035864878357436,"score_gpt":0.3503733565305871,"score_spread":0.3000147077470127,"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."}}