{"id":"W4297805254","doi":"10.1007/978-3-031-10695-8","title":"Informal Livelihoods and Governance in South Africa","year":2022,"lang":"en","type":"book","venue":"","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of the Witwatersrand, Johannesburg; National Research Foundation; Economic and Social Research Council; University of Edinburgh; Wellcome Trust","keywords":"Livelihood; Corporate governance; Everyday life; Economic growth; Political science; Development economics; Geography; Business; Economics; Law; Archaeology; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002892676,0.0003433183,0.0001677524,0.0004681346,0.002934283,0.004073717,0.0002073124,0.0005114141,0.009635208],"category_scores_gemma":[0.0006818342,0.0001882056,0.000100031,0.001670254,0.003398194,0.001886521,0.002045995,0.001027079,0.0005438197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003294694,"about_ca_system_score_gemma":0.003733511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02805576,"about_ca_topic_score_gemma":0.06753609,"domain_scores_codex":[0.9998258,0.00006201147,0.000006471913,0.00001241285,0.00003478103,0.00005856348],"domain_scores_gemma":[0.9998277,0.00007284563,0.00002635626,0.00001317251,0.00001350819,0.00004639867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000256558,0.00003537814,0.002213612,0.0004254896,0.000007006679,0.00103335,0.08290847,0.0007238954,0.0007953097,0.7599071,0.06403963,0.08788502],"study_design_scores_gemma":[0.00001112184,0.00002112687,0.008399339,0.0006762433,0.000005059132,0.0003348747,0.03219631,0.0002275396,0.0001166378,0.06428792,0.8937151,0.000008659964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07346699,0.08808425,0.001294133,0.02818783,0.0006479534,0.0001127357,0.0001314989,0.00005330171,0.8080213],"genre_scores_gemma":[0.6010813,0.07222254,0.0009932023,0.001680252,0.0002329708,0.0002085347,0.0001137209,0.00005348044,0.323414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02805576,"threshold_uncertainty_score":0.05578488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809348053663757,"score_gpt":0.2645722755749287,"score_spread":0.2464787950382912,"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."}}