{"id":"W4306839904","doi":"10.32674/jcihe.v14i4.4280","title":"“Lock Us in a Room Together”","year":2022,"lang":"en","type":"article","venue":"Journal of Comparative & International Higher Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Socialization; Multilingualism; Multiculturalism; Pedagogy; Diversity (politics); Intercultural relations; Local language; Perception; Sociology; Cultural diversity; Intercultural communication; Psychology; Social science; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001455118,0.0008676755,0.000375942,0.0006120224,0.02574266,0.004844028,0.001413649,0.001567039,0.03879956],"category_scores_gemma":[0.003016686,0.000456548,0.0006001202,0.0007461915,0.01428454,0.00417515,0.01109049,0.003390163,0.00985912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006523763,"about_ca_system_score_gemma":0.00822572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2078256,"about_ca_topic_score_gemma":0.4409554,"domain_scores_codex":[0.9980519,0.0006472438,0.00004840912,0.0002919054,0.0003480172,0.0006125983],"domain_scores_gemma":[0.9980419,0.00009003133,0.000148841,0.0001739243,0.0002555388,0.001289753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002035399,0.0002628053,0.02875352,0.0003034399,0.0000879297,0.002116391,0.5619811,0.0002347733,0.006252501,0.04005535,0.2208997,0.138849],"study_design_scores_gemma":[0.000009019192,0.00009170765,0.01014531,0.0001402907,0.0000191523,0.0004331432,0.3541313,0.0001424804,0.0004995333,0.00217282,0.6321469,0.00006821851],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3839594,0.002234189,0.03435471,0.03783864,0.00433229,0.0004883011,0.0005964645,0.001844371,0.5343516],"genre_scores_gemma":[0.7141517,0.0009229183,0.007645087,0.008521236,0.0002404607,0.0002034956,0.0002897999,0.0004250717,0.2676001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2078256,"threshold_uncertainty_score":0.4132318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06276778899193941,"score_gpt":0.4179750128933074,"score_spread":0.355207223901368,"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."}}