{"id":"W4390193716","doi":"10.5206/cie-eci.v52i2.16950","title":"Critical Analysis of International Students’ Experiences in Using Career Services by Adopting Neo-Racism Theory","year":2023,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Racism; Career development; Context (archaeology); Sociology; Pedagogy; Medical education; Psychology; Gender studies; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006362998,0.00009525595,0.0001818075,0.0005801585,0.0001574035,0.0001451595,0.0004465127,0.00005406439,0.0003681861],"category_scores_gemma":[0.0001643626,0.0000969211,0.00006363354,0.0005880452,0.0001763362,0.0005222379,0.0001022021,0.00007929043,0.000008550031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372828,"about_ca_system_score_gemma":0.00007965783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673171,"about_ca_topic_score_gemma":0.0008194157,"domain_scores_codex":[0.9985825,0.0001421314,0.0003051993,0.0002292092,0.0005958399,0.000145135],"domain_scores_gemma":[0.9989075,0.0003144366,0.0001311824,0.00005732633,0.0005388607,0.00005070617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006976029,0.0004563218,0.2240174,0.00001163152,0.0005941687,0.000001036584,0.7317641,0.0002954647,0.0004030069,0.03919109,0.0006494385,0.002546536],"study_design_scores_gemma":[0.000216019,0.00002301161,0.109419,0.00007380638,0.0000801272,3.418113e-7,0.8767246,0.005029001,0.000143938,0.001992327,0.006128191,0.0001696115],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919232,0.0007008674,0.0001143392,0.0006947138,0.001517761,0.00009568266,0.00002103554,0.00001952867,0.004912847],"genre_scores_gemma":[0.9977421,0.000420039,0.0001113485,0.00009243134,0.0002132409,0.00002827264,0.0001492539,0.000004094242,0.001239184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1449605,"threshold_uncertainty_score":0.403138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299664629424986,"score_gpt":0.4861986675020637,"score_spread":0.3562322045595652,"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."}}