{"id":"W2252829382","doi":"10.1515/lp-2015-0015","title":"The private life of stops: VOT in a real-time corpus of spontaneous Glaswegian","year":2015,"lang":"en","type":"article","venue":"Laboratory Phonology Journal of the Association for Laboratory Phonology","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Leverhulme Trust","keywords":"Voice-onset time; Vowel; Variation (astronomy); Vernacular; Linguistics; Place of articulation; Syllable; Varieties of English; Psychology; Audiology; Speech recognition; Computer science; Consonant","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":[0.0008182481,0.000343493,0.0002979536,0.001005577,0.0005448841,0.000786789,0.0003335029,0.0003912837,0.001655024],"category_scores_gemma":[0.003219428,0.0001169342,0.0001738961,0.001218338,0.0006636084,0.0004771374,0.0008432363,0.0002122942,0.0006286908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004100179,"about_ca_system_score_gemma":0.0002711916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143762,"about_ca_topic_score_gemma":0.02148064,"domain_scores_codex":[0.999408,0.0001772986,0.00008380377,0.0001441634,0.0001293738,0.00005734887],"domain_scores_gemma":[0.9974705,0.001239351,0.0003947403,0.0002559138,0.0004999245,0.0001395943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003732833,0.0004056383,0.4469575,0.001536577,0.0002814765,0.006997131,0.1276661,0.001745711,0.3054717,0.001255495,0.002614992,0.1013347],"study_design_scores_gemma":[0.00002173055,0.0002214154,0.9727013,0.00004550254,0.00004575239,0.0009626009,0.01407205,0.0008629287,0.005424163,0.00016315,0.00543327,0.00004616148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973069,0.0001008501,0.000449928,0.00001476286,0.000008822474,0.00001605196,0.001413992,0.00001752117,0.0006711067],"genre_scores_gemma":[0.9941505,0.0001111687,0.001073061,0.00001398194,0.00001807694,0.00005754808,0.003909978,0.00003098051,0.000634579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143762,"threshold_uncertainty_score":0.02274209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210580898617654,"score_gpt":0.3002460233456303,"score_spread":0.2791879334838649,"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."}}