{"id":"W4414056576","doi":"10.33774/apsa-2025-l4j0f","title":"Finding agency as a Taiwanese youth: On the cultural capital, social ties, and self-efficacy of Taiwanese prospective international graduate students","year":2025,"lang":"en","type":"article","venue":"","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Agency (philosophy); Futures contract; Citizen journalism; Emigration; Cultural diversity; Social media; Immigration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001723637,0.0002948036,0.0002663224,0.001098264,0.002346346,0.003830893,0.0003537324,0.0004934895,0.002391773],"category_scores_gemma":[0.003038913,0.0002434521,0.0002915791,0.0007646803,0.002196155,0.00120896,0.002102832,0.001485143,0.0002510752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006865898,"about_ca_system_score_gemma":0.001018828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232771,"about_ca_topic_score_gemma":0.02505709,"domain_scores_codex":[0.9994472,0.0001912727,0.0000281825,0.00006482905,0.0001033874,0.00016512],"domain_scores_gemma":[0.9971139,0.0005752842,0.0007816887,0.0001392922,0.0003351474,0.00105463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000433167,0.0003059565,0.878909,0.00002805311,0.00003566426,0.0004201634,0.1114696,0.00003082187,0.0003986505,0.0005401596,0.000465833,0.007352767],"study_design_scores_gemma":[0.000005299399,0.0001600493,0.704353,0.00006565491,0.00002565034,0.0001798925,0.2927032,0.000218672,0.0001998877,0.0002872238,0.001779458,0.00002192731],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991633,0.00004751198,0.00001243296,0.00009147089,0.000003158351,0.000002452124,0.000008815401,4.465717e-7,0.0006704601],"genre_scores_gemma":[0.9995603,0.00006148838,0.00001901768,0.00002987582,0.000002379668,0.000003782686,0.00001944648,6.621872e-7,0.0003030536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01232771,"threshold_uncertainty_score":0.02451187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06118211428945326,"score_gpt":0.3819730031519983,"score_spread":0.320790888862545,"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."}}