{"id":"W2911366459","doi":"","title":"Five little-known facts about international student mobility to the UK. Analytical summary for UUKI","year":2018,"lang":"en","type":"article","venue":"Digital Education Resource Archive (University College London)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"International education; Political science; Higher education; Public relations; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0003303747,0.0001377829,0.0001424415,0.0001799729,0.001066812,0.000187118,0.0008273479,0.00005341862,0.0003181209],"category_scores_gemma":[0.000409428,0.0001339235,0.0001218651,0.0005685778,0.0004019615,0.0004077118,0.0002046097,0.0001120746,0.0002605833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005458303,"about_ca_system_score_gemma":0.00147773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006021093,"about_ca_topic_score_gemma":0.002034621,"domain_scores_codex":[0.9984389,0.00009798024,0.0001778078,0.0004087132,0.0005413945,0.0003352042],"domain_scores_gemma":[0.9983844,0.0004212462,0.0001155633,0.0002907411,0.0004732107,0.0003148125],"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":[0.0003081816,0.0008012275,0.01926351,0.000008427079,0.0001178479,0.000002340111,0.1027734,0.00002043698,0.000004705358,0.1238727,0.7337789,0.01904831],"study_design_scores_gemma":[0.0002297072,0.00005568003,0.1318398,0.00002241125,0.00001215704,5.902235e-7,0.05247182,0.00004129317,0.000002960721,0.0007446295,0.8144369,0.0001421138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7324411,0.00004159739,0.003487758,0.0426107,0.001674071,0.001770983,0.001530733,0.00008324419,0.2163598],"genre_scores_gemma":[0.8135307,0.00001711823,0.0009443198,0.00216804,0.0009074552,0.00002822966,0.0001983973,0.00001111165,0.1821946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231281,"threshold_uncertainty_score":0.8205165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055629314526499,"score_gpt":0.2898215507158619,"score_spread":0.2792652575705968,"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."}}