{"id":"W3045278324","doi":"10.5334/gjgl.853","title":"Bilingual phonology in dichotic perception: A case study of Malayalam and English voicing","year":2020,"lang":"en","type":"article","venue":"Glossa a journal of general linguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Voice; Malayalam; Dichotic listening; Linguistics; Psychology; Obstruent; Mandarin Chinese; Feature (linguistics); Perception; Speech recognition; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005378069,0.0001540672,0.0004924916,0.0002396561,0.00005922699,0.00001992852,0.0002107124,0.000153263,0.0001428664],"category_scores_gemma":[0.002125049,0.0001422506,0.00006114503,0.0002941898,0.0001587286,0.00001471931,0.0001104225,0.0007400734,0.000004355165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003104855,"about_ca_system_score_gemma":0.0001203431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005553727,"about_ca_topic_score_gemma":0.0003348967,"domain_scores_codex":[0.9981389,0.0003216075,0.0007981408,0.0002352904,0.0001991307,0.0003069298],"domain_scores_gemma":[0.9984924,0.0002079329,0.0003069314,0.000175961,0.00061767,0.0001990884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001444413,0.002010866,0.4830849,0.0001120802,0.0004885736,0.04418185,0.4565559,0.0009336601,0.004782051,0.000404815,0.001225757,0.004775181],"study_design_scores_gemma":[0.03403964,0.03980314,0.6138325,0.0002455682,0.000911855,0.02707785,0.267382,0.008205463,0.0006384308,0.001712933,0.004695106,0.001455533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972256,0.0005980509,0.00003526417,0.00006996566,0.001347389,0.0001583486,0.000012021,0.000006898359,0.0005463985],"genre_scores_gemma":[0.9970459,0.00005573245,0.0007714732,0.0001190138,0.001932834,0.000001834298,0.00000107325,0.00001871067,0.00005345589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1891739,"threshold_uncertainty_score":0.580081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04680788105088255,"score_gpt":0.3555683958483722,"score_spread":0.3087605147974896,"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."}}