{"id":"W4206638575","doi":"10.1177/22125868211059197","title":"Identity negotiation of Chinese international students in Canada: A study on cosmopolitan post-graduation settlement","year":2022,"lang":"en","type":"article","venue":"International Journal of Chinese Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; York University","funders":"","keywords":"Acculturation; Graduation (instrument); Negotiation; Settlement (finance); Identity (music); China; Study abroad; Identity negotiation; Political science; Sociology; Immigration; Gender studies; Pedagogy; Social science; Business; Law; Engineering","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":[0.002238608,0.0006960611,0.0008166988,0.001665491,0.03243482,0.005421894,0.001786286,0.001142502,0.002580013],"category_scores_gemma":[0.003370523,0.0004634802,0.0004666358,0.003202565,0.006578553,0.001526181,0.005016885,0.003355816,0.0002814259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02993845,"about_ca_system_score_gemma":0.05569525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8981705,"about_ca_topic_score_gemma":0.9507934,"domain_scores_codex":[0.9978551,0.0002901976,0.00004807421,0.0001822628,0.0004594214,0.001164948],"domain_scores_gemma":[0.9976634,0.0002796564,0.000259599,0.00007364273,0.0005491194,0.001174558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003646044,0.0001714798,0.03434614,0.00002343803,0.000004574854,0.0008547132,0.9574531,0.00001933122,0.0004401107,0.0006299418,0.0005053583,0.00551521],"study_design_scores_gemma":[0.000002497026,0.00003068006,0.01938345,0.00001595162,0.000004075454,0.00007195943,0.9777071,0.00003852354,0.00009715622,0.00004190077,0.002593298,0.00001331843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978243,0.00005836487,0.00003137934,0.0001977996,0.00001004875,0.00002630738,0.00001429485,0.00000148742,0.001836148],"genre_scores_gemma":[0.9967225,0.0001695807,0.00008960006,0.0001824337,0.000006041464,0.00002548764,0.00004005306,0.000004768252,0.002759516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018295,"threshold_uncertainty_score":0.2172197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166942191574334,"score_gpt":0.3884992310880628,"score_spread":0.3718050119306294,"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."}}