{"id":"W2256355334","doi":"","title":"Re-branding the branded? A sociological analysis on Taiwan's International Image by English-speaking countries","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Reputation; Sociology; Gender studies; Political science; Social science; Pedagogy","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":[0.001418061,0.0002113081,0.0001328698,0.001416333,0.004180671,0.005009165,0.0003475533,0.0005506861,0.001918746],"category_scores_gemma":[0.002132429,0.0001303638,0.00019177,0.001184745,0.005139257,0.002489844,0.002252039,0.001180008,0.00009305706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003281071,"about_ca_system_score_gemma":0.001276166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148276,"about_ca_topic_score_gemma":0.0148713,"domain_scores_codex":[0.99926,0.0004172741,0.00002068571,0.00005443711,0.0001014701,0.0001460344],"domain_scores_gemma":[0.9987968,0.000441324,0.000279071,0.00007201969,0.0002077627,0.0002029195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003035286,0.00007665097,0.03890307,0.000050717,0.000008184333,0.0006937278,0.9265637,0.0000347452,0.000982922,0.02073115,0.0008859482,0.0110388],"study_design_scores_gemma":[0.000001565809,0.00002803668,0.0332959,0.00004265456,0.000004737159,0.00008707632,0.9577365,0.00008915376,0.0001825543,0.0005062585,0.008018114,0.000007395277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807571,0.0001885178,0.0001324827,0.0008712395,0.00002240435,0.000009886691,0.00001035077,0.000002163881,0.01800574],"genre_scores_gemma":[0.9987553,0.0001002346,0.00003500888,0.00005563216,0.000006963393,0.000004700129,0.000007391359,0.000002213191,0.001032593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148276,"threshold_uncertainty_score":0.02380598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05638474105279733,"score_gpt":0.4016326781798814,"score_spread":0.3452479371270841,"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."}}