{"id":"W4321768790","doi":"10.5430/ijhe.v12n1p96","title":"Inventing an Academic Translingual/Transcultural Safe Space for International Graduate Students: Our Personal Journey","year":2023,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduate students; Reflection (computer programming); Foundation (evidence); Work (physics); Space (punctuation); Term (time); Sociology; Medical education; Engineering ethics; Pedagogy; Library science; Political science; Engineering; Medicine; Computer science; 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":[0.009663885,0.0007921536,0.0004664195,0.0005606691,0.01622393,0.01169892,0.002305474,0.003849184,0.006148173],"category_scores_gemma":[0.008272994,0.0004476396,0.0006170172,0.0003673429,0.00856309,0.009264135,0.01914482,0.01267638,0.002138754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398026,"about_ca_system_score_gemma":0.01031987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602701,"about_ca_topic_score_gemma":0.004859859,"domain_scores_codex":[0.9956805,0.002092137,0.0001027549,0.0003211675,0.0007273179,0.001076061],"domain_scores_gemma":[0.9852861,0.0006033225,0.0004040973,0.0004223414,0.001786465,0.01149762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009249171,0.002137871,0.01247508,0.0005250351,0.00002231603,0.002412031,0.4630869,0.0006472061,0.008042313,0.07181315,0.1881968,0.2505488],"study_design_scores_gemma":[0.00001092905,0.0005909467,0.001749428,0.0003986361,0.00001064343,0.001855966,0.3947586,0.0005559939,0.001739924,0.008768749,0.5894594,0.0001007514],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5629286,0.005695635,0.05466624,0.2377041,0.01217357,0.0006979959,0.0001251484,0.000812538,0.1251964],"genre_scores_gemma":[0.7528988,0.004619178,0.09737237,0.02500877,0.001563472,0.0004734739,0.0001382117,0.0005368711,0.1173889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622393,"threshold_uncertainty_score":0.05110812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455945666313808,"score_gpt":0.49157974293797,"score_spread":0.3459851763065891,"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."}}