{"id":"W2095182364","doi":"10.1080/14767724.2014.934071","title":"Becoming transnational: exploring multiple identities of students in a Mandarin–English bilingual programme in Canada","year":2014,"lang":"en","type":"article","venue":"Globalisation Societies and Education","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Transculturation; Mandarin Chinese; Transnationalism; Ethnic group; Identity (music); Sociology; Linguistics; Process (computing); Gender studies; Political science; Computer science; Anthropology; Politics; Aesthetics; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002952203,0.0006404321,0.0008395119,0.00209627,0.03569595,0.01007318,0.002467855,0.001497514,0.003159231],"category_scores_gemma":[0.003647917,0.000696219,0.0004151414,0.002394334,0.01358487,0.003405427,0.009744765,0.00469763,0.0003901975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03649031,"about_ca_system_score_gemma":0.06175639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9185248,"about_ca_topic_score_gemma":0.9719078,"domain_scores_codex":[0.9959351,0.001002069,0.0000845326,0.0003328545,0.0006178274,0.002027649],"domain_scores_gemma":[0.9967809,0.0005205765,0.0003273618,0.00007350178,0.0006523592,0.001645284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002229271,0.00003740344,0.006870367,0.00001527426,0.000001857702,0.0003773877,0.9888858,0.00001259471,0.0002720233,0.0005016795,0.0001953193,0.002808126],"study_design_scores_gemma":[8.062678e-7,0.00001070608,0.002745006,0.00001287661,0.000001431522,0.0000418027,0.9955863,0.00002177288,0.00004714419,0.00003449021,0.001491783,0.000005991065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951871,0.0001270192,0.0001408461,0.0006032942,0.00001455544,0.00003342904,0.00002844607,0.000003745527,0.003861601],"genre_scores_gemma":[0.9951467,0.0002224528,0.0001798592,0.00022274,0.000004434511,0.00001748766,0.00003681094,0.000009120937,0.004160448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0814752,"threshold_uncertainty_score":0.264757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0813750970746942,"score_gpt":0.3898449496321205,"score_spread":0.3084698525574263,"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."}}