{"id":"W2096176497","doi":"10.1017/s0047404513000432","title":"“We act like girls and we don't act like men”: Ethnicity and local language change in a Philadelphia high school","year":2013,"lang":"en","type":"article","venue":"Language in Society","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Irish; Gender studies; Sociology; Ethnography; Identity (music); Immigration; Linguistics; Political science; Anthropology; Law; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007152451,0.000171552,0.0002809898,0.0000584758,0.0001468993,0.00008481251,0.0001840621,0.0003435674,0.001188073],"category_scores_gemma":[0.0002683164,0.0001579579,0.00006407902,0.0003130626,0.0003156187,0.0002237331,0.0001352806,0.0004226265,0.00003742694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576265,"about_ca_system_score_gemma":0.0000935098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0830606,"about_ca_topic_score_gemma":0.02016856,"domain_scores_codex":[0.9984161,0.000261728,0.0002473917,0.0003684393,0.0002470977,0.0004591947],"domain_scores_gemma":[0.9992317,0.0002401282,0.00009444515,0.0001890276,0.0000399466,0.0002047519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002090795,0.0001541915,0.0494296,0.00008503666,0.00003910164,0.00009784379,0.9224796,0.000001685933,0.001498925,0.001712623,0.006909688,0.01757075],"study_design_scores_gemma":[0.00556606,0.000164825,0.5123353,0.0002721445,0.00006917811,0.00002145238,0.4481795,0.001876828,0.000222784,0.001796403,0.02826954,0.001225999],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815602,0.002942695,0.00006049481,0.01218801,0.0003348467,0.0006672261,0.00001989548,0.00009937136,0.00212732],"genre_scores_gemma":[0.9926874,0.001587595,0.0007839781,0.003541329,0.0004989471,0.00008289131,0.0000125014,0.00001713909,0.0007882299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4743001,"threshold_uncertainty_score":0.999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404637660518303,"score_gpt":0.317535812190888,"score_spread":0.2934894355857049,"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."}}