{"id":"W2366169257","doi":"","title":"The Inspiration of International Experience to China's Student-origin-based Loan System","year":2011,"lang":"en","type":"article","venue":"Higher Education of Sciences","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loan; Student loan; China; Revelation; Residence; Business; Economics; Finance; Political science; Demographic economics; Law; Philosophy","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":[0.0008783512,0.00005679432,0.00007760864,0.0001058155,0.000508035,0.00006595549,0.0006557117,0.00002897961,0.0002365017],"category_scores_gemma":[0.00004946521,0.00004291594,0.00003274115,0.0004137018,0.0005513473,0.0003315175,0.00001982324,0.00002802339,0.00001452002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007937139,"about_ca_system_score_gemma":0.0004839161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004979006,"about_ca_topic_score_gemma":0.0009909628,"domain_scores_codex":[0.9989104,0.00008359495,0.0002797285,0.0001679822,0.0004311097,0.0001272061],"domain_scores_gemma":[0.9992953,0.00005942132,0.0002335091,0.0001134773,0.0002330604,0.00006522412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001044784,0.0002194245,0.3061683,0.00001292832,0.000007080333,2.998596e-8,0.1485946,0.00007609846,0.0003227949,0.5418545,0.0008248602,0.001908856],"study_design_scores_gemma":[0.00008087727,0.00009680601,0.890077,0.00005275412,0.000005910365,1.211153e-7,0.0645302,0.00005019531,0.002656501,0.0006877713,0.04165169,0.0001102075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131028,0.00009182855,0.0001562554,0.0008789418,0.002136249,0.0002083879,0.00000150529,0.00001906023,0.083405],"genre_scores_gemma":[0.9972956,0.00001472512,0.000661029,0.00008901489,0.0001775064,0.0000492203,8.279286e-7,0.000002117612,0.001709953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5839086,"threshold_uncertainty_score":0.7526801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05814189040670627,"score_gpt":0.3700481599519897,"score_spread":0.3119062695452834,"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."}}