{"id":"W4396813009","doi":"10.1177/2212585x241253915","title":"Factors influencing Chinese international students’ preference for Australia as a study destination: A qualitative analysis","year":2024,"lang":"en","type":"article","venue":"International Journal of Chinese Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Curtin University of Technology","keywords":"Preference; Qualitative analysis; Qualitative research; Advertising; Geography; Sociology; Business; Statistics; Mathematics; Social science","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":[0.004197019,0.0003223492,0.0003982921,0.001234834,0.004047285,0.002110846,0.0007879479,0.0007209129,0.002235026],"category_scores_gemma":[0.006388049,0.0003334946,0.0002551818,0.001617113,0.0032433,0.001379499,0.002641091,0.001166897,0.0001855634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205714,"about_ca_system_score_gemma":0.004270758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01979916,"about_ca_topic_score_gemma":0.03735648,"domain_scores_codex":[0.9983047,0.0008627931,0.00008099843,0.0001404576,0.0002161801,0.0003947268],"domain_scores_gemma":[0.9962038,0.002293768,0.0002896439,0.00009275929,0.0005297704,0.0005902044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002770726,0.00003747197,0.02162376,0.0001261451,0.00000459395,0.000467496,0.9711108,0.00003002207,0.001199481,0.000755378,0.0003829775,0.004234188],"study_design_scores_gemma":[0.000001381,0.00001777693,0.006995095,0.00004585148,0.000003196866,0.00006600688,0.9904934,0.00007965708,0.0001884193,0.00007690462,0.002023289,0.000008994411],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974623,0.00008728058,0.0003710159,0.0004226344,0.000009729003,0.00006185273,0.00006311279,0.000003686345,0.001518352],"genre_scores_gemma":[0.9976773,0.0002042872,0.0003460483,0.0002275852,0.000004363226,0.0001502775,0.00006234349,0.000006054395,0.001321642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01979916,"threshold_uncertainty_score":0.03936785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154891662373617,"score_gpt":0.5350848814691883,"score_spread":0.4195957152318266,"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."}}