{"id":"W1566952476","doi":"10.6017/ihe.2015.79.5847","title":"International Students in Indian UniversitiesVeena","year":2015,"lang":"en","type":"article","venue":"International Higher Education","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nazarbayev University; Times Higher Education; McGill University","keywords":"Liberal arts education; Graduate students; Medical education; Political science; The arts; Health care; Post graduate; Medicine; Economic growth; Higher education; Development economics; Sociology; Economics; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001545124,0.0004900038,0.0003657376,0.00326771,0.01044146,0.009199764,0.0008913581,0.00110064,0.04074753],"category_scores_gemma":[0.002775539,0.0003253449,0.0004282123,0.004554993,0.001589394,0.001974638,0.00629015,0.00224115,0.005737111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002842857,"about_ca_system_score_gemma":0.00817516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472497,"about_ca_topic_score_gemma":0.02599018,"domain_scores_codex":[0.9974794,0.0003709426,0.0000971461,0.0001568811,0.0004461103,0.001449536],"domain_scores_gemma":[0.9937904,0.0001926816,0.0004683219,0.0001574209,0.0007171631,0.004673896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002398598,0.001518975,0.5797012,0.0004604066,0.00003833363,0.00183657,0.127315,0.00008405573,0.002765823,0.01894657,0.06226326,0.2048299],"study_design_scores_gemma":[0.00001838059,0.0003298795,0.3856952,0.000443104,0.00003871671,0.001323377,0.2556017,0.0001227623,0.0009196449,0.001685248,0.3537454,0.00007655366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8429193,0.003630569,0.0001971222,0.009881652,0.0009643019,0.00009932109,0.0005813405,0.00009478306,0.1416316],"genre_scores_gemma":[0.9350479,0.002333422,0.000141822,0.003168339,0.0003228375,0.00005785083,0.0002475354,0.0000323142,0.05864799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04074753,"threshold_uncertainty_score":0.136314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380200475907129,"score_gpt":0.3797187880250852,"score_spread":0.3416987404343723,"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."}}