{"id":"W6989972935","doi":"","title":"A Collaborative Approach to Caring for Refugees in the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Public health; Pandemic; Interview; General partnership; Health care; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008270054,0.0001710656,0.0001994463,0.0004058326,0.00106193,0.0003039615,0.0007785406,0.00004062014,0.0001338666],"category_scores_gemma":[0.0001898143,0.0001608218,0.00007094593,0.0002896768,0.00009940318,0.0002608851,0.0002110816,0.0003880801,0.00002089331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004306766,"about_ca_system_score_gemma":0.0003713777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005916556,"about_ca_topic_score_gemma":0.009874048,"domain_scores_codex":[0.9983867,0.0004537133,0.0001945355,0.0003824928,0.0002720056,0.0003105739],"domain_scores_gemma":[0.9989486,0.0003382688,0.0001096606,0.0003132771,0.0001303686,0.0001598188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000210948,0.0002400417,0.7043889,0.00006950875,0.00004063261,0.00002773858,0.2393469,0.0003080051,0.00001169361,0.05517876,0.00008414205,0.00009276921],"study_design_scores_gemma":[0.0008286743,0.0001387991,0.02354362,0.000009364854,0.00003903569,0.00001648936,0.09091885,5.919142e-7,0.000003252703,0.0005618921,0.8836851,0.000254344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903526,0.00005797381,0.0002435717,0.001223683,0.000535357,0.0008921615,0.0002187181,0.00008098598,0.00639493],"genre_scores_gemma":[0.9754007,0.000003437267,0.00003203047,0.005989043,0.0003117221,0.0000545518,0.00007814621,0.00002132026,0.01810905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.883601,"threshold_uncertainty_score":0.8167612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2656130507349843,"score_gpt":0.3885827235289787,"score_spread":0.1229696727939943,"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."}}