{"id":"W3109451365","doi":"10.1215/00031283-8221002","title":"Diva Diction","year":2020,"lang":"en","type":"article","venue":"American Speech","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Vowel; Mid vowel; Pronunciation; Period (music); Diction; Linguistics; American English; History; Formant; Geography; Art; Poetry; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007525718,0.0006460774,0.000556202,0.003339442,0.001917243,0.0056389,0.001407383,0.001023982,0.6660172],"category_scores_gemma":[0.003804075,0.0004620753,0.0003223692,0.004428529,0.0008396595,0.004493098,0.00354094,0.001802547,0.5479017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583237,"about_ca_system_score_gemma":0.001952153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006424007,"about_ca_topic_score_gemma":0.009868369,"domain_scores_codex":[0.9992921,0.00009911806,0.00009260926,0.0001692517,0.0002746771,0.00007225732],"domain_scores_gemma":[0.9978337,0.0002828377,0.0001292414,0.000687417,0.0008399143,0.0002268313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005255962,0.00002919786,0.0004777734,0.0003838014,0.000007506975,0.0000950547,0.0006930261,0.00005197879,0.001018221,0.02948979,0.8006243,0.1670768],"study_design_scores_gemma":[0.000001321572,0.000002297879,0.0002114813,0.00003179114,7.410032e-7,0.00002696399,0.00006970814,0.00001663428,0.00007210869,0.0004358066,0.9991291,0.000001937978],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001225346,0.001584407,0.002338499,0.002580075,0.003747577,0.0000926448,0.01637203,0.002275364,0.9697841],"genre_scores_gemma":[0.006752315,0.001664087,0.002255783,0.0008977288,0.0007201631,0.00007541643,0.01652479,0.001952646,0.9691571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6660172,"threshold_uncertainty_score":0.4763858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107427045974497,"score_gpt":0.3230094498107622,"score_spread":0.2919351793510173,"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."}}