{"id":"W4403633611","doi":"10.1093/oxfordhb/9780198826804.013.56","title":"Vowel Harmony in Languages of India","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tyndale University","funders":"","keywords":"Vowel harmony; Harmony (color); Linguistics; Vowel; Geography; Communication; Sociology; Art; Philosophy; Visual arts","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":[0.0001228366,0.0002269126,0.0001938713,0.001666027,0.0007020446,0.002156795,0.0002930706,0.0001616295,0.003899054],"category_scores_gemma":[0.0003034466,0.000113868,0.0001309157,0.003440946,0.0007450713,0.0006091029,0.0007352876,0.0003504643,0.0005149822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000572994,"about_ca_system_score_gemma":0.0005451547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00582879,"about_ca_topic_score_gemma":0.007692884,"domain_scores_codex":[0.9998317,0.0000270397,0.00001366928,0.00003021276,0.00005320507,0.00004414436],"domain_scores_gemma":[0.9998261,0.00008702583,0.00001900958,0.0000154063,0.00003781054,0.00001468817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003358815,0.00006205567,0.03777822,0.002555311,0.00006372078,0.001750039,0.08759921,0.001157768,0.02365968,0.1045892,0.01629991,0.724149],"study_design_scores_gemma":[0.00001194478,0.0001958034,0.2583174,0.0008633601,0.00006608619,0.006421171,0.04049407,0.0005566908,0.004757727,0.01404938,0.674203,0.00006327887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.488439,0.06855284,0.001874626,0.001247457,0.0002095845,0.00002624803,0.000725626,0.0002228696,0.4387017],"genre_scores_gemma":[0.9673896,0.0149184,0.000838467,0.0001604283,0.00006843287,0.00001007442,0.0003019112,0.00004248304,0.01627022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00582879,"threshold_uncertainty_score":0.0130437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326190403426887,"score_gpt":0.2857031442039165,"score_spread":0.2524412401696476,"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."}}