{"id":"W1909796366","doi":"10.3968/j.ccc.1923670020130902.3197","title":"Best Practices in Hosting International Students in the U.S.","year":2013,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Medical education; Scale (ratio); Higher education; International education; Resource (disambiguation); Political science; Adaptation (eye); Study abroad; Psychology; Pedagogy; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001291604,0.00006945788,0.00006783027,0.00005149221,0.0004361668,0.001157389,0.001741969,0.00006301448,0.0001495249],"category_scores_gemma":[0.001065664,0.00004977699,0.00003063037,0.0001750465,0.0002052358,0.001689265,0.0001847131,0.0002487427,0.0001799958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836311,"about_ca_system_score_gemma":0.00001801643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04047939,"about_ca_topic_score_gemma":0.02693067,"domain_scores_codex":[0.9986534,0.0003050506,0.0002348055,0.0001183318,0.0005280342,0.0001603977],"domain_scores_gemma":[0.9988805,0.0003679814,0.00024195,0.000181501,0.0003091971,0.00001886598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001899334,0.0003650195,0.6680845,0.000004740419,0.00001888935,0.000001981174,0.3063256,0.00003359395,0.0001952845,0.01612083,0.000597722,0.008232816],"study_design_scores_gemma":[0.0006118467,0.00001892126,0.6010414,0.00007783993,0.000003872037,0.000001123715,0.3317181,0.00008060358,0.00002466795,0.003062806,0.06320064,0.000158135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9103829,0.0003719921,2.245501e-7,0.01591797,0.0001516264,0.000279218,9.079975e-7,0.00001680914,0.07287832],"genre_scores_gemma":[0.9968613,0.001666,0.00007278328,0.0002447854,0.000129575,0.00006738316,0.00003153361,0.000003506789,0.0009231182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08647838,"threshold_uncertainty_score":0.9998795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096924600582637,"score_gpt":0.4752902230802594,"score_spread":0.3655977630219956,"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."}}