{"id":"W4416278079","doi":"10.1108/978-1-60752-785-520251005","title":"Academic Adaptation of Asian Migrant and Overseas Students in Australia and Canada","year":2001,"lang":"en","type":"book-chapter","venue":"Multicultural education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Higher education; Immigration; Asian culture; Cultural diversity; Ethnic group; Academic achievement; Cultural competence; Asian americans","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":[],"consensus_categories":[],"category_scores_codex":[0.000121563,0.0001187752,0.0001443753,0.00006216674,0.00008325391,0.00002521337,0.0001067539,0.0001685158,0.00007280878],"category_scores_gemma":[0.00004610507,0.0001073182,0.00002064488,0.00001908672,0.00007633412,0.0001144774,0.0000223662,0.0001697479,0.000001784836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535542,"about_ca_system_score_gemma":0.0002333639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.914122,"about_ca_topic_score_gemma":0.9667323,"domain_scores_codex":[0.9990454,0.00002342649,0.0002153332,0.0001678653,0.0004370845,0.00011086],"domain_scores_gemma":[0.9995685,0.0000328187,0.0001656166,0.00003619378,0.0001312962,0.00006559633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001193378,0.0001646083,0.05647523,0.0002106265,0.0001844209,0.00001112397,0.8306463,0.00002281858,0.00009906802,0.07343952,0.00501803,0.03360896],"study_design_scores_gemma":[0.0009305108,0.00005245697,0.3066081,0.0008368814,0.000111047,0.000003910618,0.2975447,0.00002024512,0.00001054497,0.001917125,0.3913531,0.000611388],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773838,0.0006778245,1.23422e-7,0.001103658,0.0005211862,0.0003336142,0.00001314567,0.000005312757,0.01996133],"genre_scores_gemma":[0.886648,0.001685781,0.00001859222,0.00002621793,0.000207775,0.000005223823,0.00005386167,0.000005395378,0.1113492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5331015,"threshold_uncertainty_score":0.4376309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05662071275936554,"score_gpt":0.364943845950266,"score_spread":0.3083231331909005,"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."}}