{"id":"W2906126981","doi":"10.11575/ajer.v64i3.56514","title":"Postgraduate International Students’ Living and Learning Experience at a Public University in British Columbia","year":2017,"lang":"en","type":"article","venue":"University of Calgary","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pedagogy; Psychology; Mathematics education; Public university; Sociology; Medical education; Political science; Medicine; Public administration","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":[0.0007298419,0.000240572,0.0003452272,0.0006500194,0.0128117,0.003973832,0.001073158,0.001003155,0.007512223],"category_scores_gemma":[0.001616848,0.0002529303,0.0001981181,0.0011318,0.002623936,0.001325722,0.00464274,0.003162721,0.0007602771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01234324,"about_ca_system_score_gemma":0.02506386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.841141,"about_ca_topic_score_gemma":0.96224,"domain_scores_codex":[0.9988569,0.0001681266,0.0000250774,0.00006044279,0.000136657,0.0007526863],"domain_scores_gemma":[0.9959809,0.000111944,0.000124335,0.00002982868,0.0005076349,0.003245326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003565728,0.0009994506,0.3347713,0.0001084193,0.00003378441,0.004430607,0.5791407,0.000331258,0.00205377,0.002563318,0.02433496,0.05087584],"study_design_scores_gemma":[0.000004171003,0.0000616835,0.1873273,0.00006242841,0.000004149558,0.0001277571,0.8032895,0.00006344399,0.00009225775,0.0000811276,0.008866158,0.00001997041],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896827,0.0001283007,0.00002436279,0.001400663,0.00003541923,0.000009412681,0.00005560135,0.000003350154,0.008660166],"genre_scores_gemma":[0.9890837,0.0001781468,0.00003346133,0.0002515554,0.000006028421,0.00000692082,0.00005710075,0.000004352615,0.01037878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.158859,"threshold_uncertainty_score":0.319589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343719823827588,"score_gpt":0.2669959848915349,"score_spread":0.243558786653259,"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."}}