{"id":"W1972267024","doi":"10.1159/000356194","title":"Sonorant Onset Pitch as a Perceptual Cue of Lexical Tones in Mandarin","year":2013,"lang":"en","type":"article","venue":"Phonetica","topic":"Categorization, perception, and language","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mandarin Chinese; Speech recognition; Perception; Psychology; Linguistics; Audiology; Communication; Computer science; Medicine; Philosophy","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":[0.0004731806,0.0002256225,0.0002679144,0.0003350897,0.0003027958,0.0007242071,0.0002137453,0.0003815057,0.001572318],"category_scores_gemma":[0.002246066,0.000257068,0.0001391304,0.000127999,0.00045269,0.000568279,0.0005761939,0.0002641983,0.0002738997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237234,"about_ca_system_score_gemma":0.0001698318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019792,"about_ca_topic_score_gemma":0.002180343,"domain_scores_codex":[0.9998395,0.00003224688,0.00001932566,0.00005099642,0.00003718325,0.00002068478],"domain_scores_gemma":[0.9990416,0.0005838541,0.00009476087,0.00007748864,0.0001089595,0.00009324353],"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":[0.0003661314,0.00003272999,0.008811191,0.00008776216,0.00001034086,0.0002307808,0.0008395582,0.00005425403,0.979792,0.0001149551,0.00002158969,0.009638563],"study_design_scores_gemma":[0.00005354402,0.001352812,0.717037,0.00003394231,0.00009156716,0.001600707,0.001638744,0.002434744,0.2740542,0.0008090796,0.0008478393,0.00004580806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983872,0.00006711539,0.0007384933,0.00001093802,0.00000400849,0.000003675557,0.00001036399,0.000009920323,0.0007682375],"genre_scores_gemma":[0.9981488,0.00007117952,0.001426696,0.00001967922,0.000004618126,0.000004689724,0.00003790937,0.000009324086,0.0002771797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001572318,"threshold_uncertainty_score":0.005259931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106952059566132,"score_gpt":0.2995920269081703,"score_spread":0.2888968209515571,"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."}}