{"id":"W2978462159","doi":"","title":"International Student Enrollment Trends from 2008-2014: Country Case Studies and Comparison to a Midwest Liberal Arts Institution.","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liberal arts education; Institution; Political science; Public administration; Higher education; Economic growth; Economic history; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001509389,0.0001849444,0.0002292635,0.003544339,0.0008602201,0.001613204,0.0005910179,0.0004416978,0.002999867],"category_scores_gemma":[0.003120912,0.0001973613,0.0005024251,0.005776789,0.0003586135,0.00171228,0.001891154,0.0006949171,0.0006272436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922466,"about_ca_system_score_gemma":0.001394823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04376457,"about_ca_topic_score_gemma":0.06201459,"domain_scores_codex":[0.9992329,0.0001606531,0.0000777316,0.0001072934,0.0001208682,0.0003004489],"domain_scores_gemma":[0.9974174,0.0003887705,0.001053766,0.00007447902,0.0005561476,0.0005093566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009769475,0.0002043658,0.9752498,0.00008558159,0.00003764813,0.0005668746,0.006057057,0.0001837601,0.00007980019,0.000483708,0.00222289,0.01473075],"study_design_scores_gemma":[0.0000033842,0.0001158647,0.973215,0.00005895099,0.00002049461,0.0002309685,0.02319051,0.0002536823,0.0001007369,0.00004909922,0.00275093,0.00001041819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944111,0.0003255784,0.00009461707,0.0002800141,0.00001148649,0.00003271993,0.002206925,0.000006237715,0.002631363],"genre_scores_gemma":[0.9961329,0.0005169236,0.000138764,0.00005414826,0.000009457318,0.00003555311,0.00182604,0.000004942322,0.001281278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04376457,"threshold_uncertainty_score":0.08701962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08747605110587377,"score_gpt":0.4619329662067377,"score_spread":0.3744569151008639,"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."}}