{"id":"W2118004237","doi":"10.1111/j.0963-7214.2004.01502010.x","title":"Visual Prosody and Speech Intelligibility","year":2004,"lang":"en","type":"article","venue":"Psychological Science","topic":"Multisensory perception and integration","field":"Psychology","cited_by":482,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Prosody; Intelligibility (philosophy); Psychology; Animation; Perception; Gesture; Head (geology); Motion (physics); Speech perception; Rhythm; Communication; Active listening; Nonverbal communication; Speech recognition; Cognitive psychology; Acoustics; Computer science; Artificial intelligence","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":[0.0009298575,0.0003672913,0.0002125393,0.0006329347,0.0001368522,0.001324139,0.0001422762,0.0003652202,0.003488985],"category_scores_gemma":[0.01004582,0.0001927011,0.0001278719,0.0001591943,0.0003846505,0.0005809139,0.0005063405,0.0002635166,0.0004311528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009072632,"about_ca_system_score_gemma":0.00006240149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001458385,"about_ca_topic_score_gemma":0.0001074777,"domain_scores_codex":[0.9996554,0.0001344449,0.00003078589,0.00005251475,0.0001027872,0.00002402856],"domain_scores_gemma":[0.9964436,0.002206641,0.0006978778,0.0001195531,0.0003447482,0.0001876384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009407434,0.0006955338,0.4056686,0.001757917,0.0009360653,0.003870678,0.01072267,0.00426851,0.2851151,0.005659187,0.001971175,0.2699271],"study_design_scores_gemma":[0.0001086115,0.001533727,0.9613175,0.0001491567,0.0002377038,0.003530429,0.002923752,0.007543197,0.01348377,0.007313533,0.001797848,0.00006084372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987911,0.001138052,0.001563925,0.00009551537,0.00001967364,0.00001237271,0.00008596667,0.00005016544,0.009123239],"genre_scores_gemma":[0.9985763,0.0002423153,0.0003412556,0.00002504101,0.00002503263,0.00000762153,0.00006142053,0.00001419067,0.0007068834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003488985,"threshold_uncertainty_score":0.01167184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.083917176928685,"score_gpt":0.4793273551010235,"score_spread":0.3954101781723385,"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."}}