{"id":"W2273538766","doi":"10.1080/19313152.2015.1086623","title":"East Asian Heritage Language Education for a Plurilingual Reality in the United States: Practices, Potholes, and Possibilities","year":2015,"lang":"en","type":"article","venue":"International Multilingual Research Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mainstream; Heritage language; Context (archaeology); Literacy; Face (sociological concept); Pedagogy; Multilingualism; Political science; Sociology; Public relations; Social science; Geography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01343037,0.0001242347,0.0001338439,0.0006459343,0.0006021407,0.0008731955,0.0006872267,0.0001083465,0.00006220189],"category_scores_gemma":[0.03759555,0.000099356,0.00005579804,0.0004706256,0.0004956149,0.0004495772,0.00006426349,0.0008542752,0.00000946628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005129076,"about_ca_system_score_gemma":0.004164968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02972089,"about_ca_topic_score_gemma":0.01474221,"domain_scores_codex":[0.9958098,0.001648414,0.0004393428,0.0002581133,0.001357576,0.0004867493],"domain_scores_gemma":[0.9957296,0.001320896,0.0003067091,0.0001802304,0.002082547,0.0003800468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004119029,0.0006037346,0.002599447,0.00002593708,0.00003018027,0.00002421416,0.8957592,0.00004158704,0.00004109526,0.01328285,0.005290063,0.08188979],"study_design_scores_gemma":[0.0006873033,0.00007571205,0.001255385,0.00006781147,0.000004318574,0.00005145162,0.7245513,0.0008536878,0.00001895523,0.006119911,0.2662133,0.0001008943],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428907,0.0004587472,0.00004323275,0.03581457,0.0009764482,0.0006326673,0.00006467188,0.00002474863,0.01909421],"genre_scores_gemma":[0.9910312,0.0002121021,0.001063625,0.0008127004,0.002569871,0.00005657084,0.0001061678,0.00001600574,0.004131735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2609232,"threshold_uncertainty_score":0.9767403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3859424287036455,"score_gpt":0.620923744154964,"score_spread":0.2349813154513185,"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."}}