{"id":"W6962526224","doi":"10.17605/osf.io/8c4h9","title":"Equity as the new normal: a deeper dive into the economic consequences of the pandemic on systemically disadvantaged populations from The COVID IMPACT Project","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Equity (law); Disadvantaged; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health equity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00498365,0.0004522348,0.0004828449,0.002438366,0.003773631,0.005868531,0.0009087828,0.001341088,0.01371335],"category_scores_gemma":[0.01084664,0.0001182733,0.0002783774,0.004439045,0.002667509,0.003412054,0.003369676,0.002942974,0.0007037541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02135748,"about_ca_system_score_gemma":0.03684164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7918253,"about_ca_topic_score_gemma":0.893994,"domain_scores_codex":[0.9983063,0.0004533594,0.00002870157,0.00006022896,0.0007847715,0.00036665],"domain_scores_gemma":[0.9958606,0.001646727,0.0001330838,0.0002396238,0.00138989,0.0007300206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005752362,0.00007018957,0.007449259,0.0002278421,0.00002164168,0.0003094845,0.003069217,0.00239773,0.00009927964,0.4469255,0.4110692,0.1283031],"study_design_scores_gemma":[0.00002119706,0.00002922351,0.01934966,0.00128101,0.00003069632,0.0001054396,0.009292084,0.003721567,0.0004111046,0.2213619,0.7443025,0.00009369125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04494416,0.02882962,0.006516053,0.3791193,0.001704992,0.0001887118,0.01167025,0.0001624139,0.5268645],"genre_scores_gemma":[0.6541598,0.06469058,0.01289057,0.05309258,0.001982059,0.0002606354,0.009977542,0.0007602453,0.202186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7918253,"threshold_uncertainty_score":0.4188014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09848486207207453,"score_gpt":0.3599771173008056,"score_spread":0.261492255228731,"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."}}