{"id":"W3114565433","doi":"10.32674/jis.v11i1.1272","title":"Becoming an Intercultural Doctoral Student","year":2021,"lang":"en","type":"article","venue":"Journal of International Students","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Intercultural competence; Intercultural learning; Pedagogy; Intercultural communication; Adventure; Intercultural relations; Sociocultural evolution; Vietnamese; Cultural competence; Sociology; Study abroad; Dialectic; Psychology; International education; Higher education; Anthropology; Political science; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008453484,0.00005881143,0.0001013962,0.00006137297,0.0001921143,0.0003911493,0.0005969654,0.00002801243,0.001729542],"category_scores_gemma":[0.0001812542,0.00005155585,0.00008837936,0.00008803023,0.00002887102,0.0007046024,0.00009222657,0.0001798278,0.00002712172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215858,"about_ca_system_score_gemma":0.0001440072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001312958,"about_ca_topic_score_gemma":0.0004328963,"domain_scores_codex":[0.9981797,0.0001977144,0.000335033,0.00008781377,0.001082909,0.0001168563],"domain_scores_gemma":[0.9987972,0.00004398351,0.0002510145,0.00006027988,0.0007155292,0.0001320106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004151712,0.002810467,0.8579122,0.000003137461,0.0005840075,0.0002196802,0.1148056,0.000106133,0.0007128081,0.006491704,0.008846798,0.007465953],"study_design_scores_gemma":[0.0007722366,0.00006180489,0.5110644,0.00004185036,0.00002891264,0.00003150117,0.09356125,0.000003892113,0.0001071427,0.0001338338,0.3940905,0.0001026584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860735,0.0001182798,0.0002182361,0.003908463,0.005047746,0.00003542407,0.000001631451,0.000006867831,0.004589864],"genre_scores_gemma":[0.9914612,0.0002918872,0.001402579,0.0005208408,0.001029653,0.000001548929,0.000003347112,0.000004751291,0.00528424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3852437,"threshold_uncertainty_score":0.999183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001399603499676,"score_gpt":0.4824562683516913,"score_spread":0.3823163080017237,"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."}}