{"id":"W4385241976","doi":"10.31234/osf.io/2635u","title":"Features underlying speech versus music as categories of auditory experience","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Categorization; Psychology; Speech recognition; Stimulus (psychology); Priming (agriculture); Perspective (graphical); Task (project management); Replicate; Cognitive psychology; Computer science; Artificial intelligence; Mathematics","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":[0.0005881338,0.0001953414,0.0003053958,0.0006908377,0.0002775619,0.001656353,0.0003374821,0.0005341112,0.002271856],"category_scores_gemma":[0.004078426,0.0001858942,0.0001597016,0.0003306328,0.001616726,0.001313143,0.001310582,0.0004643206,0.0003344833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956305,"about_ca_system_score_gemma":0.000184441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000315923,"about_ca_topic_score_gemma":0.0006051807,"domain_scores_codex":[0.9993987,0.0001211373,0.00003411498,0.0001725176,0.0001942078,0.00007938592],"domain_scores_gemma":[0.9986412,0.0006020434,0.0002523538,0.0002277732,0.0001293737,0.0001472185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001460721,0.0001073264,0.0404981,0.000423854,0.00005674881,0.0004681634,0.01598205,0.000576414,0.84386,0.0122658,0.0004395288,0.0838613],"study_design_scores_gemma":[0.00005788539,0.000599551,0.9079328,0.00007646127,0.00004913817,0.0008378098,0.006620151,0.002578279,0.0374363,0.04055502,0.00317607,0.00008054661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847392,0.0001588405,0.00731849,0.00007840518,0.00002306549,0.0000266028,0.0001177396,0.00005775053,0.007479977],"genre_scores_gemma":[0.996687,0.00004016439,0.002626838,0.00002347456,0.00000816784,0.00003854718,0.0001033998,0.00001963824,0.0004527863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002271856,"threshold_uncertainty_score":0.007600129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2367406784883691,"score_gpt":0.382056843386085,"score_spread":0.1453161648977159,"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."}}