{"id":"W3037334170","doi":"10.5539/ibr.v13n7p69","title":"Alleviation of Refugees COVID-19 Pandemic Risks- A Framework for Uncertainty Mitigation","year":2020,"lang":"en","type":"article","venue":"International Business Research","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Livelihood; Coronavirus disease 2019 (COVID-19); Multidisciplinary approach; Pandemic; Work (physics); Political science; Intervention (counseling); Refugee crisis; Economic growth; Development economics; Business; Economics; Geography; Medicine; Engineering; Agriculture; Infectious disease (medical specialty); 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":[0.01470745,0.001342058,0.0007619823,0.005617958,0.008203438,0.01349894,0.003013663,0.006331312,0.004007382],"category_scores_gemma":[0.01124337,0.0004761365,0.00118717,0.002913548,0.03132346,0.01290237,0.009465677,0.006324638,0.0003831793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01176899,"about_ca_system_score_gemma":0.01765862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007361678,"about_ca_topic_score_gemma":0.009548075,"domain_scores_codex":[0.9919498,0.005878433,0.0002892496,0.0003856452,0.0008004861,0.0006964413],"domain_scores_gemma":[0.9908863,0.006048697,0.000874783,0.0003139644,0.001113146,0.0007629651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007514247,0.00002875619,0.0003306028,0.0002237601,0.00001431132,0.0002595391,0.009807592,0.002242824,0.00007690399,0.9746688,0.002472371,0.00986708],"study_design_scores_gemma":[0.00000840558,0.00003824392,0.0004329748,0.001335085,0.00002201633,0.0001623402,0.04040441,0.003338027,0.0001474161,0.9039541,0.05011883,0.00003808814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03091584,0.03132197,0.3102147,0.2740052,0.001873054,0.0009768729,0.0002859188,0.0001812674,0.3502253],"genre_scores_gemma":[0.8970338,0.0143385,0.07412884,0.005593782,0.0005522021,0.0007765837,0.0001113957,0.00004615689,0.007418745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01470745,"threshold_uncertainty_score":0.08539045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2758905996373714,"score_gpt":0.5392315473180912,"score_spread":0.2633409476807198,"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."}}