{"id":"W4285586648","doi":"10.1515/lingvan-2021-0048","title":"Cross-dialectal synchronic variation of a diachronic conditioned merger in Tlingit","year":2022,"lang":"en","type":"article","venue":"Linguistics Vanguard","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Variation (astronomy); Sound change; Perception; Linguistics; Indigenous; Set (abstract data type); History; Computer science; Psychology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005818018,0.0001246799,0.0002492107,0.0002722772,0.0001541472,0.00001561991,0.0002912941,0.0001035596,0.008088144],"category_scores_gemma":[0.0009811647,0.0001493927,0.00008476734,0.0004349921,0.000136911,0.000009087147,0.0001654877,0.0005289699,0.0001026303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909116,"about_ca_system_score_gemma":0.0002236634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006255769,"about_ca_topic_score_gemma":0.00008236059,"domain_scores_codex":[0.9983071,0.0002508154,0.0004221812,0.0003270593,0.0002755141,0.0004173065],"domain_scores_gemma":[0.9989324,0.0002988208,0.0001623301,0.000383806,0.0001669504,0.00005574102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003947408,0.00726965,0.345552,0.0005631509,0.002019008,0.002310273,0.226648,0.03245692,0.06329413,0.2992784,0.01133716,0.005323901],"study_design_scores_gemma":[0.004492316,0.001195025,0.9567093,0.00002372205,0.00007105155,0.00003108281,0.0005617509,0.004177642,0.0007003571,0.01361966,0.0178597,0.0005584147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837407,0.0008889957,0.0001680357,0.00003466164,0.00330972,0.0002642343,0.0002328813,0.00003661974,0.0113241],"genre_scores_gemma":[0.9980419,0.000009425576,0.0001241673,0.00005437377,0.0004034917,0.0001199317,0.0001096778,0.00002859179,0.001108402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6111573,"threshold_uncertainty_score":0.9928186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094465324947253,"score_gpt":0.3604735833782272,"score_spread":0.3395289301287547,"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."}}