{"id":"W2093348859","doi":"10.1177/09579265080190020503","title":"Book review: ANGELA REYES, Language, Identity, and Stereotype among Southeast Asian American Youth. Hillsdale, NJ: Erlbaum, 2007. 183 pp. $57.49","year":2008,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stereotype (UML); Identity (music); Gender studies; Psychology; Sociology; Linguistics; Social psychology; Art; Philosophy; Aesthetics","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":[0.0006016912,0.000234511,0.0003733938,0.00003019942,0.0008482799,0.0001080026,0.0003533033,0.0001093511,0.000901717],"category_scores_gemma":[0.0001793171,0.0002223442,0.0002712409,0.0004466195,0.001921622,0.0005275625,0.00008788821,0.0003431095,0.0001644163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013568,"about_ca_system_score_gemma":0.0004413881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01999063,"about_ca_topic_score_gemma":0.003815961,"domain_scores_codex":[0.9979299,0.0002544579,0.0003291915,0.0004045433,0.0005414111,0.0005404595],"domain_scores_gemma":[0.9987869,0.000049749,0.0002714677,0.0003754103,0.0001153635,0.0004010831],"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":[0.000004528144,0.0001258854,0.02431388,0.00008450721,0.00004807313,0.000006774385,0.3286574,1.924474e-7,0.000005078711,0.000276646,0.6409072,0.005569783],"study_design_scores_gemma":[0.0003704868,0.00003797965,0.0613135,0.0003497276,0.000139007,0.000007283876,0.3478333,0.00000870311,0.000007406456,0.00002348754,0.5893751,0.0005340395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6220506,0.280269,0.00002294365,0.01638629,0.001046106,0.001258305,0.0003351167,0.0003347945,0.07829676],"genre_scores_gemma":[0.6234702,0.2842927,0.0004399991,0.02977737,0.002896302,0.00006076402,0.0002036061,0.00009625014,0.05876277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05153213,"threshold_uncertainty_score":0.9873168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600231327861909,"score_gpt":0.414332397740141,"score_spread":0.3783300844615219,"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."}}