{"id":"W3199850438","doi":"10.32473/sal.v50i2.125996","title":"Tone alternation in Dagaare verbs: Perfectives and Imperfectives","year":2021,"lang":"en","type":"article","venue":"Studies in African Linguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tone (literature); Linguistics; Melody; Suffix; Syllable; Alternation (linguistics); Morpheme; Noun; Verb; Speech recognition; Mathematics; Computer science; Philosophy; Musical","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003083815,0.0001224412,0.0002704237,0.0001716059,0.00006913242,0.00001340182,0.00009401146,0.00007313595,0.00004965774],"category_scores_gemma":[0.004290764,0.0001245964,0.00002190584,0.0003582423,0.0003745933,0.000009376937,0.0002089582,0.0003176673,0.00001211828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046483,"about_ca_system_score_gemma":0.00004556018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002172291,"about_ca_topic_score_gemma":0.0009617326,"domain_scores_codex":[0.9987932,0.0002160703,0.0002129374,0.0003633235,0.0001066733,0.0003077633],"domain_scores_gemma":[0.9988164,0.0006297171,0.00004213147,0.000205401,0.0002667722,0.00003957862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003962172,0.001140047,0.5483704,0.0002227542,0.0007278308,0.002449281,0.3732852,0.00006562598,0.001895212,0.05614148,0.001894177,0.01341173],"study_design_scores_gemma":[0.001766595,0.0003547202,0.9059801,0.0001229561,0.00002436944,0.00002509325,0.06123577,0.0001431642,0.0005320546,0.02360485,0.005869399,0.0003409354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273125,0.01455895,0.00001220435,0.0001590659,0.001659567,0.0001382118,0.00002286129,0.00001748863,0.05611918],"genre_scores_gemma":[0.9971105,0.001765501,0.0002175084,0.00004259715,0.0003025087,0.00004179922,0.00000434511,0.00001364376,0.0005015635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3576097,"threshold_uncertainty_score":0.5136755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08472851469130208,"score_gpt":0.4703223142176251,"score_spread":0.385593799526323,"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."}}