{"id":"W2563464687","doi":"10.1515/cjal-2015-0025","title":"Identity, Investment, and Faces of English Internationally","year":2015,"lang":"en","type":"article","venue":"Chinese Journal of Applied Linguistics","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Beijing Foreign Studies University; American Educational Research Association","keywords":"Construct (python library); Identity (music); Sociology; Ideology; Investment (military); Pedagogy; Literacy; Learner autonomy; Language education; Political science; Comprehension approach; Politics; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006180659,0.00009914351,0.0002217115,0.0001311137,0.00006756984,0.0001155778,0.0001630832,0.00002655261,0.00003809455],"category_scores_gemma":[0.004010189,0.00007094847,0.0000438291,0.00002596582,0.0001288225,0.00005660955,0.00005774548,0.0002613042,0.000002649334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001948606,"about_ca_system_score_gemma":0.00005728219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002145006,"about_ca_topic_score_gemma":0.00004052835,"domain_scores_codex":[0.9991737,0.00002010998,0.0003724398,0.0000641703,0.0002916722,0.00007792633],"domain_scores_gemma":[0.998225,0.0001055444,0.0004312625,0.00006580346,0.001079371,0.00009304238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000595992,0.0000878326,0.004324351,0.00005481293,0.0001047367,0.000007598894,0.1191854,0.0003308535,0.00003627961,0.8729542,0.002530152,0.000324182],"study_design_scores_gemma":[0.001693618,0.0003061551,0.001028256,0.0001604831,0.0001263908,0.00000806871,0.01466932,0.0003407147,0.00007942754,0.2010932,0.7802253,0.0002690993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6335064,0.0003602733,0.0001065004,0.00002110575,0.002318277,0.00003892859,0.000006621528,0.0000155793,0.3636264],"genre_scores_gemma":[0.9937545,0.00001985126,0.001091043,0.0001150163,0.004672194,3.885057e-7,0.000002998167,0.00001189697,0.0003321037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7776952,"threshold_uncertainty_score":0.4800861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408977055772017,"score_gpt":0.2805455655184959,"score_spread":0.2464557949607757,"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."}}