{"id":"W3177385201","doi":"","title":"COVID-19 Crisis and the Informal Economy: Informal Workers in Durban, South Africa","year":2021,"lang":"en","type":"article","venue":"OpenDocs (Institute of Development Studies)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Informal sector; Coronavirus disease 2019 (COVID-19); Economic growth; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Development economics; Economy; Political science; Business; Economics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000887758,0.0003527696,0.0003007109,0.000793936,0.003907942,0.002127375,0.0005546728,0.000659758,0.004022306],"category_scores_gemma":[0.001923034,0.0002519884,0.0001010953,0.00180209,0.002238006,0.00137193,0.00284047,0.001094137,0.0002017422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004581382,"about_ca_system_score_gemma":0.004676535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1428339,"about_ca_topic_score_gemma":0.2694612,"domain_scores_codex":[0.999252,0.0002712084,0.00003112304,0.0000431706,0.00007866153,0.0003238456],"domain_scores_gemma":[0.9989832,0.0002799367,0.0002579188,0.00002142834,0.0001073107,0.0003502106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001947812,0.0002212697,0.1600314,0.0006584948,0.00001712072,0.006459761,0.8045524,0.0001375711,0.001909358,0.00237025,0.002550387,0.02089733],"study_design_scores_gemma":[0.00001057325,0.00006985538,0.1168643,0.0002555677,0.000005293021,0.0002524108,0.8718321,0.00004375342,0.0001218813,0.0001588605,0.01037341,0.00001198148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959713,0.0005199242,0.00002800302,0.0009156513,0.00001007386,0.00003948871,0.00007592225,0.000001084254,0.002438592],"genre_scores_gemma":[0.9975561,0.0006830632,0.00004473002,0.0001484081,0.000005232185,0.0000630318,0.00004305272,0.000001622471,0.001454695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428339,"threshold_uncertainty_score":0.284005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810569255820214,"score_gpt":0.3726556784938967,"score_spread":0.2915987529118753,"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."}}