{"id":"W4413508154","doi":"10.64628/aa.dfkw4cc6c","title":"International student numbers hit record highs in Canada, UK and US as falls continue in Australia and NZ","year":2021,"lang":"en","type":"article","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; History","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":[0.001941862,0.0003454936,0.000565054,0.00148859,0.005001155,0.004364383,0.00101059,0.003328756,0.04065837],"category_scores_gemma":[0.006763631,0.0003069302,0.0006384571,0.002738076,0.001167957,0.001707186,0.004501624,0.005088129,0.005294343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005543207,"about_ca_system_score_gemma":0.01988067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.449594,"about_ca_topic_score_gemma":0.6975238,"domain_scores_codex":[0.9969741,0.0001952226,0.0001469734,0.0001558904,0.0008725945,0.001655201],"domain_scores_gemma":[0.9845201,0.0003606403,0.001441682,0.000160339,0.003148694,0.01036864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002434656,0.0003009555,0.5293641,0.0005967196,0.00005972536,0.0005001983,0.0158604,0.0001913174,0.0007990284,0.004884743,0.3177783,0.1294211],"study_design_scores_gemma":[0.00001670332,0.0002468279,0.7472415,0.0004521878,0.00002451109,0.0002674474,0.06142919,0.0001749292,0.0001570408,0.0006621843,0.1892862,0.00004126324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.640828,0.00487804,0.001236434,0.1748718,0.01072945,0.0003060023,0.008288328,0.0005676116,0.1582944],"genre_scores_gemma":[0.794333,0.004186566,0.00105177,0.02975356,0.001810547,0.0001197659,0.003302464,0.0001950905,0.1652474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.550406,"threshold_uncertainty_score":0.8939542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597569407142703,"score_gpt":0.4318766292315454,"score_spread":0.3959009351601183,"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."}}