{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000600559,0.0004634102,0.0002919852,0.0009767202,0.002749149,0.002323426,0.0005513582,0.0008141975,0.1053571],"category_scores_gemma":[0.0009911101,0.0002028053,0.0001689347,0.00115297,0.000816335,0.001064871,0.002131204,0.0006386702,0.03765716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056909,"about_ca_system_score_gemma":0.00118634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01547145,"about_ca_topic_score_gemma":0.02688057,"domain_scores_codex":[0.9995183,0.00008630876,0.00002620358,0.0001152742,0.0001144261,0.0001395313],"domain_scores_gemma":[0.9996401,0.0000407091,0.00003102611,0.00007077079,0.0001488566,0.00006852279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005574927,0.0001838829,0.02705516,0.001065619,0.00004168424,0.004505702,0.02971226,0.0001441415,0.01315967,0.1417269,0.3417315,0.440116],"study_design_scores_gemma":[0.000003481501,0.00001673699,0.006478757,0.00006154556,0.00000379753,0.0006073901,0.00174231,0.00001690446,0.0004469607,0.0006959748,0.9899188,0.000007381465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07016998,0.003804,0.002824035,0.002836578,0.001666524,0.0002405246,0.004594913,0.0007675274,0.913096],"genre_scores_gemma":[0.2083827,0.002351913,0.004413616,0.002546179,0.0001520007,0.0001730655,0.004475862,0.000402467,0.7771022],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1053571,"threshold_uncertainty_score":0,"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."}}