{"id":"W2122322978","doi":"10.6017/ihe.2008.50.8004","title":"International Student Mobility and the United States: The 2007 Open Doors Survey","year":2015,"lang":"en","type":"article","venue":"International Higher Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Doors; Destinations; China; Political science; Census; International education; Geography; Economic growth; Population; Regional science; Higher education; Demography; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006574017,0.0001975168,0.0002552205,0.001503686,0.0005384773,0.001031959,0.0004582559,0.0004007453,0.002594041],"category_scores_gemma":[0.001966004,0.0001337472,0.0002755877,0.002704155,0.0002499035,0.001220874,0.001499567,0.0008737585,0.0006971197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004739497,"about_ca_system_score_gemma":0.0007349948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03042821,"about_ca_topic_score_gemma":0.05305071,"domain_scores_codex":[0.9995406,0.00008235571,0.00005760425,0.00005921527,0.0001549322,0.000105432],"domain_scores_gemma":[0.9978618,0.0001685798,0.0007880643,0.0000713249,0.0003913659,0.0007188503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003100227,0.00008917058,0.9812658,0.00004700707,0.00003050384,0.00004501224,0.001636068,0.00009311156,0.00009547193,0.0003049595,0.009651096,0.006710848],"study_design_scores_gemma":[0.00000215074,0.00002691418,0.9884924,0.00004081312,0.000009131414,0.0000657206,0.003985113,0.00009878212,0.00005273049,0.00003858879,0.007178675,0.000008998002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701967,0.000716102,0.0002102689,0.001305213,0.00009025064,0.00004779956,0.01815088,0.00003712511,0.009245685],"genre_scores_gemma":[0.979887,0.001313369,0.0002981655,0.0004105947,0.00007259545,0.0001191215,0.01533488,0.00001684122,0.002547592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03042821,"threshold_uncertainty_score":0.06050217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0961225652096559,"score_gpt":0.4632111524881376,"score_spread":0.3670885872784817,"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."}}