{"id":"W7126356119","doi":"","title":"Barrier to wellbeing:Migration and vulnerability during the pandemic","year":2021,"lang":"en","type":"book","venue":"University of Birmingham Research Portal (University of Birmingham)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics","funders":"Economic and Social Research Council; Nuffield Foundation","keywords":"Pandemic; Vulnerability (computing); Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vulnerability assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005536927,0.0003719075,0.000464447,0.0005677338,0.002058361,0.004315948,0.00042175,0.001782345,0.02018735],"category_scores_gemma":[0.001836228,0.0002206232,0.0002276809,0.001347339,0.002511368,0.002942975,0.001753925,0.002860393,0.002179645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387289,"about_ca_system_score_gemma":0.002884213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227437,"about_ca_topic_score_gemma":0.03671345,"domain_scores_codex":[0.9997279,0.0001429111,0.000008767973,0.00001348329,0.00005338169,0.00005353117],"domain_scores_gemma":[0.9993163,0.0004049497,0.00003919571,0.00001233399,0.00005472,0.0001724792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004474791,0.0000648749,0.002382359,0.0005375516,0.000009745347,0.0003980612,0.01937844,0.0001550082,0.00010602,0.07202963,0.7362994,0.1685942],"study_design_scores_gemma":[0.00001083336,0.00004519093,0.01414003,0.002059903,0.00001013284,0.0008468169,0.06944279,0.00009396473,0.0000456526,0.04105138,0.8722252,0.00002802754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01718657,0.2467382,0.0007251094,0.2454351,0.01209435,0.0000509446,0.0003170271,0.00006949482,0.4773833],"genre_scores_gemma":[0.2251556,0.3310348,0.001568844,0.03114479,0.007513494,0.0001935842,0.0003263597,0.0001594652,0.4029031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02018735,"threshold_uncertainty_score":0.06753343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04092647806594472,"score_gpt":0.3132593844684008,"score_spread":0.2723329064024561,"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."}}