{"id":"W2165433068","doi":"10.1017/s0952675706000741","title":"<i>Low vowels and transparency in Kinande vowel harmony</i>","year":2006,"lang":"en","type":"article","venue":"Phonology","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vowel harmony; Vowel; Mid vowel; Harmony (color); Nasality; Transparency (behavior); Linguistics; Mathematics; Speech recognition; Mandarin Chinese; Acoustics; Computer science; Formant; Physics; 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":[0.0004068141,0.0001280005,0.0001422823,0.0002689194,0.0005004324,0.0007863543,0.0001400416,0.0002117026,0.002357344],"category_scores_gemma":[0.001951567,0.0001299566,0.00005921825,0.0001221252,0.001042222,0.0004419549,0.0008455197,0.0003234241,0.000130727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021303,"about_ca_system_score_gemma":0.0001479407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002562956,"about_ca_topic_score_gemma":0.003651529,"domain_scores_codex":[0.999788,0.00006791198,0.00001651747,0.00005134828,0.00004455595,0.00003157059],"domain_scores_gemma":[0.9990842,0.0003593439,0.0003466033,0.00008533533,0.00007504204,0.00004950241],"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":[0.002281874,0.0003384898,0.07786613,0.0002338938,0.0000440296,0.00051721,0.01351186,0.0003545885,0.8807135,0.003565252,0.0001204879,0.02045278],"study_design_scores_gemma":[0.0000347803,0.0008815492,0.9298004,0.00003100737,0.00005031341,0.0007270427,0.009236033,0.0008084425,0.05545617,0.001605557,0.001321739,0.00004695759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982861,0.00002200256,0.0002396657,0.00001402228,0.000001537965,0.000004102233,0.00001204463,0.000002989391,0.001417549],"genre_scores_gemma":[0.9996569,0.000008004353,0.0001386558,0.000006397274,7.393598e-7,0.000004165196,0.000006249463,0.000001820625,0.0001771386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002562956,"threshold_uncertainty_score":0.007886052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668960887479235,"score_gpt":0.2977972886942291,"score_spread":0.2811076798194367,"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."}}