{"id":"W2966864659","doi":"10.22329/jtl.v12i2.4927","title":"“It Would Be Better If You Can Hang Out With Different People”: An Examination of Cross-National Interaction in Postsecondary Classrooms","year":2018,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Psychology; Cross-cultural; Pedagogy; International education; Sociology; Medical education; Political science; Higher education; Medicine; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005658263,0.0004265064,0.0005887754,0.00120893,0.01304992,0.006430283,0.001314821,0.001426777,0.003369639],"category_scores_gemma":[0.01011887,0.0004138616,0.0004233435,0.0009615981,0.005640478,0.003921829,0.009118405,0.003083936,0.0004623724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003240698,"about_ca_system_score_gemma":0.003474406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082628,"about_ca_topic_score_gemma":0.0326568,"domain_scores_codex":[0.9945598,0.003108571,0.000199822,0.0003898072,0.0007273131,0.001014659],"domain_scores_gemma":[0.9928219,0.002541913,0.001410021,0.0003195504,0.0008698741,0.00203671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002991531,0.0002244857,0.03358346,0.00006172593,0.00001502547,0.0005715152,0.9507013,0.00002526062,0.0007233446,0.0009458615,0.001038906,0.0120792],"study_design_scores_gemma":[0.000001574212,0.0000251891,0.01118342,0.00003598767,0.000003557625,0.000106796,0.9846466,0.00003286199,0.0001222298,0.00007479395,0.003758746,0.000008262825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926846,0.0001751488,0.0002360259,0.0007946926,0.00003619698,0.0000157403,0.000009324192,0.000006871853,0.00604138],"genre_scores_gemma":[0.9969531,0.0002250629,0.000221697,0.0003528692,0.00001176661,0.00002581024,0.00001653898,0.00001145709,0.002181702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304992,"threshold_uncertainty_score":0.02992415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03834970981816074,"score_gpt":0.3668753044313014,"score_spread":0.3285255946131407,"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."}}