{"id":"W2791331021","doi":"10.1002/emt.30382","title":"Review fall international student enrollment trends","year":2018,"lang":"en","type":"article","venue":"Enrollment Management Report","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Political science; Kingdom; Demographic economics; Law; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002477678,0.0004101247,0.000575317,0.0003083641,0.0007174125,0.00002963275,0.0007874179,0.0001301567,0.01104426],"category_scores_gemma":[0.0000595454,0.0003580785,0.0001934595,0.0005844413,0.0000920334,0.0001905233,0.0009807267,0.000394866,0.003208152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036641,"about_ca_system_score_gemma":0.00007996138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001922703,"about_ca_topic_score_gemma":0.0001405413,"domain_scores_codex":[0.9945853,0.0003091116,0.001943207,0.0009003009,0.001210998,0.001051114],"domain_scores_gemma":[0.9970643,0.00006601106,0.0009084731,0.001284335,0.0003485476,0.0003283484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007153751,0.0003962497,0.08819638,0.001190571,0.0004369105,0.0006233455,0.0006604192,0.000003694402,0.000003709049,0.005043229,0.8735119,0.02986212],"study_design_scores_gemma":[0.001059243,0.0001607615,0.03313438,0.00342239,0.000129245,0.0000243666,0.000778487,0.00001539299,0.000003762017,0.0001748788,0.9607955,0.000301626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01135099,0.003911336,0.0003060923,0.01286767,0.007173886,0.002708823,0.00001012724,0.0004629075,0.9612082],"genre_scores_gemma":[0.2687157,0.02821032,0.003479703,0.05075057,0.003217968,0.002656977,0.0005326263,0.0001254665,0.6423107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3188975,"threshold_uncertainty_score":0.9998871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513164374741351,"score_gpt":0.4903309203441706,"score_spread":0.4451992765967571,"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."}}