{"id":"W3172611571","doi":"10.5334/gjgl.1413","title":"Gradience in prosodic representation: vowel reduction and neoclassical elements in Brazilian Portuguese","year":2021,"lang":"en","type":"article","venue":"Glossa a journal of general linguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Linguistics; Raising (metalworking); Brazilian Portuguese; Portuguese; Vowel; Psycholinguistics; Phonology; Word (group theory); Grammar; Computer science; Natural language processing; Mathematics; Psychology; Artificial intelligence; Cognition; 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":[0.000591343,0.0002336916,0.000167988,0.000652351,0.0003547438,0.00095194,0.0002225727,0.0003227148,0.001354209],"category_scores_gemma":[0.005042708,0.0002609777,0.0001827257,0.0005568611,0.001043785,0.0004370608,0.0006284637,0.0003024427,0.0001886591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132853,"about_ca_system_score_gemma":0.0003027176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008800982,"about_ca_topic_score_gemma":0.01156254,"domain_scores_codex":[0.9996056,0.00009987945,0.00002723216,0.0001106804,0.0001113867,0.00004510575],"domain_scores_gemma":[0.9981186,0.0009709292,0.0004061647,0.0001654185,0.0002606161,0.00007826801],"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":[0.0008669863,0.0001364883,0.3577354,0.000591873,0.00007485977,0.001781675,0.1469088,0.0009391287,0.3825915,0.008513439,0.0002127708,0.09964722],"study_design_scores_gemma":[0.00001828132,0.0001345459,0.9669623,0.00006022998,0.00004685628,0.001158872,0.01485554,0.002335024,0.00887783,0.00271345,0.00278234,0.00005479099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950421,0.00009198044,0.0007940833,0.00004355514,0.000002254079,0.000007159165,0.000031581,0.000006843719,0.003980367],"genre_scores_gemma":[0.9991558,0.00004976602,0.000458587,0.00001044341,0.000001543281,0.000003963232,0.00002679887,0.000007548804,0.0002856614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008800982,"threshold_uncertainty_score":0.01749951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688025877764333,"score_gpt":0.3756619949377982,"score_spread":0.3387817361601549,"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."}}