{"id":"W4234599426","doi":"10.1017/s002510030200018x","title":"Ega","year":2002,"lang":"en","type":"article","venue":"Journal of the International Phonetic Association","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Ethnic group; Geography; Humanities; Sociology; Anthropology; Art","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":[0.0006754146,0.00003872411,0.00007865426,0.00002075428,0.0002907116,0.00006128481,0.0003449389,0.00004755537,0.0004599521],"category_scores_gemma":[0.003898944,0.0000249382,0.0001246354,0.00008376146,0.00004032803,0.00008916786,0.00003120424,0.0001351544,0.00004249863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007214363,"about_ca_system_score_gemma":0.00002586023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537317,"about_ca_topic_score_gemma":0.00009291349,"domain_scores_codex":[0.9987044,0.00008958428,0.0002180642,0.00003706577,0.0008545606,0.00009628291],"domain_scores_gemma":[0.9986503,0.0001995005,0.0005298018,0.00003328471,0.0005575008,0.00002961566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001669784,0.0002189331,0.2195427,0.00000278298,0.0006624311,0.000006961563,0.07029873,0.0001191702,0.0003375912,0.01920261,0.6799364,0.009654975],"study_design_scores_gemma":[0.0005705546,0.00002797551,0.07540145,0.00004409946,0.00006968827,0.000004340063,0.004670013,0.0001176619,0.0001762372,0.01247948,0.9063215,0.0001170585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5685791,0.0006115263,0.00006659485,0.1223269,0.01515676,0.000128794,0.000005686243,0.0000205675,0.293104],"genre_scores_gemma":[0.9565973,0.0003147677,0.00009817697,0.0004397941,0.001769521,5.657881e-7,1.15906e-7,0.000002418724,0.04077737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3880181,"threshold_uncertainty_score":0.5036153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183174586912342,"score_gpt":0.2748106073131337,"score_spread":0.2529788614440103,"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."}}