{"id":"W7161989448","doi":"10.82308/13045","title":"Learning to be civically engaged? Experiences of Chinese international students in Canadian universities","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Group dynamic; Research methodology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002160112,0.0007655268,0.0008078954,0.001605135,0.02883625,0.008652534,0.001490405,0.001357761,0.00666256],"category_scores_gemma":[0.002721581,0.0003740314,0.0004887694,0.003269172,0.009026637,0.002074087,0.007981393,0.003327959,0.0005446271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03201453,"about_ca_system_score_gemma":0.04530719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8680378,"about_ca_topic_score_gemma":0.9427997,"domain_scores_codex":[0.9970384,0.0004497699,0.00006596408,0.0001957374,0.0005313981,0.001718804],"domain_scores_gemma":[0.996464,0.0002400547,0.0002210709,0.00005116624,0.0004246029,0.002599199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004507775,0.00007452718,0.02600435,0.00006226771,0.000007348025,0.000300963,0.9636887,0.00002484099,0.0003492449,0.00129215,0.00259544,0.005555278],"study_design_scores_gemma":[0.000002689292,0.0000179026,0.01482843,0.00004595364,0.000005910716,0.00002833696,0.9747713,0.00002467769,0.00004538137,0.00006076545,0.01015014,0.00001849763],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829843,0.0004951676,0.00005136839,0.001432045,0.00006865516,0.00003321353,0.00007104396,0.00000677055,0.01485737],"genre_scores_gemma":[0.9904143,0.0005399153,0.00005169559,0.0004555407,0.00001167022,0.00002747942,0.00006525269,0.000008690449,0.00842535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1319622,"threshold_uncertainty_score":0.2654786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819764809268546,"score_gpt":0.3569613133337737,"score_spread":0.3387636652410883,"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."}}