{"id":"W7117667058","doi":"10.3390/su18010334","title":"An Intersectionality-Based Policy Analysis (IBPA) of Post-Pandemic Recovery Policies: Experiences of Women Informal Food Vendors in Kisumu City, Kenya","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Social Sciences and Humanities Research Council of Canada; Wilfrid Laurier University","keywords":"Focus group; Informal sector; Thematic analysis; Agency (philosophy); Government (linguistics); Sustainability; Empowerment; Participatory action research; Policy analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007386134,0.0005222014,0.0005505626,0.001069258,0.02714783,0.005658902,0.001536664,0.002291724,0.004174401],"category_scores_gemma":[0.004514561,0.000728159,0.0002829498,0.002082453,0.01127988,0.006030737,0.008348113,0.002777428,0.0003135462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002076,"about_ca_system_score_gemma":0.0104746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477099,"about_ca_topic_score_gemma":0.03415168,"domain_scores_codex":[0.9957049,0.002864684,0.00009634489,0.0001665146,0.0002005929,0.00096686],"domain_scores_gemma":[0.9974356,0.001635442,0.0003360231,0.00009160789,0.0001603966,0.000340977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004556236,0.0000591213,0.004107291,0.0001587076,0.000004747,0.001474947,0.9805889,0.00006852444,0.0005871881,0.005663536,0.0007066799,0.006534833],"study_design_scores_gemma":[0.000002149029,0.00003008247,0.001569159,0.0001135256,0.000002993016,0.0001067647,0.9879753,0.0000344394,0.0001334943,0.0003915358,0.009632599,0.000007927916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812609,0.0005860881,0.0009033381,0.004217586,0.00004258215,0.0001863154,0.0000587651,0.000009137431,0.01273519],"genre_scores_gemma":[0.9949797,0.0006789275,0.0008245826,0.0004910324,0.000008539514,0.0002522028,0.00003587392,0.00001071167,0.002718574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02714783,"threshold_uncertainty_score":0.07270604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846256334988403,"score_gpt":0.3048920483777089,"score_spread":0.2864294850278248,"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."}}