{"id":"W2014374622","doi":"10.1371/journal.pone.0000742","title":"Speech and Non-Speech Audio-Visual Illusions: A Developmental Study","year":2007,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Multisensory perception and integration","field":"Psychology","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Illusion; Speech perception; Perception; Psychology; Audio visual; Cognitive psychology; Computer science; Neuroscience; Multimedia","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003964417,0.0001354058,0.0001899433,0.0001498034,0.0001390147,0.00002538554,0.0000725466,0.00009873967,0.006851187],"category_scores_gemma":[0.00005278417,0.0001253512,0.000023064,0.0001434782,0.00004898063,0.00007513427,0.00004750775,0.0001823003,0.002002455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007124445,"about_ca_system_score_gemma":0.00001504911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001263169,"about_ca_topic_score_gemma":0.000432163,"domain_scores_codex":[0.9988256,0.00005853862,0.0002816507,0.000306381,0.000291246,0.0002366186],"domain_scores_gemma":[0.9995636,0.00005504689,0.00005279958,0.0001362206,0.0000839097,0.0001084112],"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":[0.0006526085,0.03254747,0.2859298,0.00003761609,0.0007407811,0.0003007253,0.04932917,6.482929e-8,0.4485677,0.0001403733,0.004880784,0.1768729],"study_design_scores_gemma":[0.001759076,0.0006824255,0.9681619,0.0000467335,0.00005848186,0.00003485585,0.02145042,0.00007533449,0.006846268,0.00001357784,0.0006116087,0.0002592552],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718747,0.00002104863,0.0001396276,0.00008356506,0.0001191601,0.0006048435,0.000003840852,0.00007683737,0.02707643],"genre_scores_gemma":[0.9831542,0.0000145991,0.00573697,0.0003644988,0.0001522567,0.00002536916,0.00001277682,0.00001953031,0.01051977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6822321,"threshold_uncertainty_score":0.9987746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09633037893554518,"score_gpt":0.3518176862620605,"score_spread":0.2554873073265153,"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."}}