{"id":"W4235799491","doi":"10.1017/s0025100315000444","title":"Nuosu Yi","year":2016,"lang":"en","type":"article","venue":"Journal of the International Phonetic Association","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Syllable; Linguistics; Contrast (vision); Ethnic group; History; Geography; Sociology; Computer science; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006511434,0.0006260399,0.0004777778,0.0009194275,0.002583531,0.001875912,0.0005496725,0.0004852236,0.05842556],"category_scores_gemma":[0.001306352,0.0001624773,0.0002522507,0.0015473,0.0008042304,0.001182648,0.003583873,0.0008020343,0.01512934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255581,"about_ca_system_score_gemma":0.00198513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005522101,"about_ca_topic_score_gemma":0.01290676,"domain_scores_codex":[0.9996305,0.00006661335,0.00003133539,0.00006453457,0.00009439223,0.0001126436],"domain_scores_gemma":[0.999644,0.00003789656,0.0000439219,0.00004632798,0.0001257926,0.0001018622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001015955,0.0002531302,0.05645119,0.001897495,0.00005552461,0.006143976,0.03367691,0.0002209977,0.01543845,0.09655096,0.1753772,0.6129182],"study_design_scores_gemma":[0.00002006716,0.0001104742,0.02208644,0.0001961752,0.00001801932,0.001624139,0.01101464,0.000134578,0.001426047,0.0037275,0.9596097,0.00003212647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.192842,0.005196927,0.003293189,0.003228845,0.002435371,0.0003724252,0.003869333,0.0007386664,0.7880233],"genre_scores_gemma":[0.559276,0.006044631,0.006278035,0.001794517,0.0005207422,0.0006974018,0.008148992,0.0003908885,0.4168487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05842556,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565259549558341,"score_gpt":0.3142820737880854,"score_spread":0.298629478292502,"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."}}