{"id":"W3122661990","doi":"10.32674/jcihe.v12iwinter.2014","title":"Reflections on Migration, Resilience, and Graduate Education","year":2020,"lang":"en","type":"article","venue":"Journal of Comparative & International Higher Education","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Brock University","funders":"","keywords":"Forced migration; Refugee; Psychological resilience; Reflexivity; Displaced person; Pedagogy; Sociology; Agency (philosophy); Socialization; Psychology; Political science; Public relations; Social psychology; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002256209,0.0000977408,0.000145276,0.0001865168,0.0003252171,0.0001538888,0.000236718,0.0000453079,0.0003692539],"category_scores_gemma":[0.00009510121,0.00008091099,0.00006443837,0.000294049,0.0001858025,0.000593138,0.00001032156,0.000180848,0.0000314045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093617,"about_ca_system_score_gemma":0.001067623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001778666,"about_ca_topic_score_gemma":0.0001314745,"domain_scores_codex":[0.9987564,0.0001386778,0.0003638146,0.0001456457,0.0004925762,0.0001028557],"domain_scores_gemma":[0.9983207,0.00008656325,0.0003897563,0.00005707394,0.0009355168,0.0002103809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001857923,0.000957683,0.003219697,0.000008733093,0.00007620725,4.715219e-7,0.1245023,0.00008907829,0.001043353,0.6737801,0.1832454,0.0128911],"study_design_scores_gemma":[0.0001355618,0.0001596082,0.04394305,0.00005844371,0.00001325093,0.000004086417,0.03951495,0.00001016898,0.0002187126,0.003350135,0.9124906,0.0001014049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7582366,0.0006072451,0.000101965,0.1135862,0.006178308,0.0001565141,0.000002419933,0.00001836595,0.1211123],"genre_scores_gemma":[0.9869705,0.0004821568,0.0008500383,0.003558097,0.002383256,0.00001291411,0.000007103517,0.000004784779,0.005731139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7292452,"threshold_uncertainty_score":0.4043071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387832936862208,"score_gpt":0.4882164451642255,"score_spread":0.3494331514780047,"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."}}