{"id":"W3125418815","doi":"","title":"Defending Vulnerable Workers in South Africa after the Crisis: What Role for COSATU?","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Quarter (Canadian coin); Job loss; Demographic economics; Economy; Economics; Geography; Labour economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001939985,0.0006435344,0.0006073722,0.0009697704,0.007193461,0.006418672,0.001304361,0.005625216,0.02181982],"category_scores_gemma":[0.005148826,0.0003386067,0.0003563115,0.001186233,0.003694633,0.006731133,0.006386804,0.004151224,0.001452595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004567828,"about_ca_system_score_gemma":0.01274708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04035957,"about_ca_topic_score_gemma":0.05624858,"domain_scores_codex":[0.9989309,0.0002149042,0.00001986494,0.00005207105,0.00005211208,0.0007301526],"domain_scores_gemma":[0.9970495,0.0003914831,0.0004385344,0.00006010909,0.0002361079,0.001824286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001701585,0.0005983968,0.1385106,0.004454718,0.0002406112,0.01099208,0.2234085,0.0007396117,0.004206936,0.08139092,0.2763849,0.2573711],"study_design_scores_gemma":[0.0002367952,0.0003114487,0.1585699,0.006833974,0.0001432848,0.001388207,0.5593674,0.00062697,0.0008462404,0.03608181,0.2354784,0.0001155964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2610041,0.02787536,0.0003371592,0.6841354,0.002069521,0.00008287548,0.0004207332,0.00002754935,0.0240472],"genre_scores_gemma":[0.939521,0.02168919,0.0003884389,0.02587726,0.0008642408,0.000107468,0.0001593602,0.00003675089,0.01135628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04035957,"threshold_uncertainty_score":0.08024925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09318158355400864,"score_gpt":0.3015151069185465,"score_spread":0.2083335233645379,"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."}}