{"id":"W2584791701","doi":"10.15173/glj.v8i1.2842","title":"Between Precarity and Paternalism: Farm Workers and Trade Unions in South Africa's Western Cape Province","year":2017,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Paternalism; Cape; Subsidy; Farm workers; Wage labour; Poverty; Legislation; Liberalization; Trade union; Wage; Negotiation; Political science; Labour economics; Business; Economic growth; Economics; Agriculture; Geography; Market economy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006459487,0.0001125814,0.0001731765,0.00003254442,0.001400496,0.0008809963,0.0003452821,0.00009680221,0.00001872464],"category_scores_gemma":[0.0001013205,0.00009497595,0.00002996099,0.0000854086,0.0002940021,0.0003424013,0.0001156576,0.0002674886,6.388065e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159716,"about_ca_system_score_gemma":0.0002164726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009464029,"about_ca_topic_score_gemma":0.02734886,"domain_scores_codex":[0.9987711,0.0001634478,0.0001991002,0.000178687,0.0002938934,0.0003938043],"domain_scores_gemma":[0.9992694,0.00002328856,0.0002028907,0.000147499,0.00003790155,0.0003190314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007976524,0.00002166007,0.9708466,0.000002673644,0.00002116306,0.00003214391,0.005622353,0.000001257349,0.000002773434,0.01617822,0.00004077627,0.007222422],"study_design_scores_gemma":[0.0005400882,0.00002657265,0.9537567,0.00005166974,0.00001982767,0.000005420685,0.001857056,0.000001485699,0.00000154618,0.005676328,0.03794887,0.0001144361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911025,0.0003670192,0.00003493921,0.004248904,0.0002282102,0.0001311662,0.0001963103,0.00001401885,0.003676983],"genre_scores_gemma":[0.9986426,0.0001379141,0.0001303461,0.0001330243,0.0003051074,0.000001554204,8.888627e-7,0.000005078024,0.0006435368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03790809,"threshold_uncertainty_score":0.9998996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719595068976078,"score_gpt":0.3011343220333758,"score_spread":0.273938371343615,"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."}}