{"id":"W3096660935","doi":"10.1177/0020872820962202","title":"Pandemic sex workers’ resilience: COVID-19 crisis met with rapid responses by sex worker communities","year":2020,"lang":"en","type":"article","venue":"International Social Work","topic":"Sex work and related issues","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Government (linguistics); Psychological resilience; Sex work; Sex workers; Inequality; Economic growth; Political science; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Criminology; Psychology; Medicine; Economics; Social psychology; Virology; Demography; Population; Human immunodeficiency virus (HIV)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007982462,0.0002102887,0.0002744485,0.00008450888,0.002689606,0.0002942892,0.0008917503,0.0002837688,0.002944375],"category_scores_gemma":[0.0003452118,0.0001867856,0.0001216677,0.001030122,0.000800557,0.0002134095,0.0001231795,0.0005376286,0.0001172308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000314285,"about_ca_system_score_gemma":0.0003655224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199648,"about_ca_topic_score_gemma":0.0001747834,"domain_scores_codex":[0.9972022,0.0007998519,0.0003076972,0.0002985679,0.0009798601,0.0004118701],"domain_scores_gemma":[0.9983436,0.0008712845,0.0001786034,0.0001317207,0.0001434647,0.0003312871],"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":[0.0007898211,0.00007420297,0.1820052,0.000004695496,0.000340577,0.00002707812,0.3265265,0.0001204778,0.00001173762,0.001132092,0.4841748,0.0047928],"study_design_scores_gemma":[0.0004567639,0.00005266773,0.001452346,0.00002578347,0.00003395344,0.000001128072,0.287832,0.000006026481,0.00001863966,0.0008213211,0.7090555,0.0002437987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7100297,0.002048332,0.001020549,0.2327283,0.001007396,0.0005113825,0.00005750961,0.00080477,0.05179207],"genre_scores_gemma":[0.972989,0.0004098675,0.0002782686,0.009598242,0.0009243672,0.00003427755,0.00005451039,0.00002782588,0.01568364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2629594,"threshold_uncertainty_score":0.9986088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670987807109652,"score_gpt":0.3515512938083617,"score_spread":0.3048414157372652,"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."}}