{"id":"W4211080399","doi":"10.1177/09500170211069806","title":"‘You Can’t Eat Soap’: Reimagining COVID-19, Work, Family and Employment from the Global South","year":2022,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Locality; Work (physics); Global South; Resource (disambiguation); Coronavirus disease 2019 (COVID-19); Inequality; Distancing; Sociology; Social distance; Public relations; Political science; Geography; Economic geography; Medicine; Engineering","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001127211,0.0004309465,0.0004931435,0.00002179536,0.007375474,0.00007333881,0.000352754,0.0001414587,0.0004622828],"category_scores_gemma":[0.00006674916,0.000299429,0.0002146782,0.0005177056,0.0003471952,0.00008100976,0.001700776,0.001051833,0.00001958821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007875162,"about_ca_system_score_gemma":0.0003194373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003584506,"about_ca_topic_score_gemma":0.0003291719,"domain_scores_codex":[0.9963782,0.0006625273,0.0005945765,0.0007570233,0.0006799849,0.0009277261],"domain_scores_gemma":[0.9981437,0.0006831895,0.0002680652,0.0004705132,0.0000534046,0.0003810972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008537169,0.00003863402,0.7551448,0.00001830487,0.0002398867,0.000005318216,0.05453769,0.00001230454,0.000002702733,0.0007884317,0.1874603,0.001666326],"study_design_scores_gemma":[0.002197277,0.0001091449,0.4487116,0.00008987135,0.0002022588,9.54514e-7,0.07637244,0.00001211512,4.916113e-7,0.002876796,0.4689456,0.0004813691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798441,0.007974213,0.000196738,0.1059976,0.001465875,0.001591331,0.0004464529,0.0003788829,0.002104815],"genre_scores_gemma":[0.9308827,0.001278716,0.0003594603,0.05512278,0.0007795908,0.00100894,0.0001847501,0.00007349456,0.01030957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3064331,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06781372045594213,"score_gpt":0.3620317298372367,"score_spread":0.2942180093812946,"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."}}