{"id":"W7064523877","doi":"","title":"Defending Vulnerable Workers in South Africa After the Crisis\\nWhat Role for COSATU?\\n","year":2010,"lang":"en","type":"book-chapter","venue":"RePub (Erasmus University Rotterdam)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Quarter (Canadian coin); Job loss; Work (physics); Spare part","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004496831,0.0004346272,0.000436566,0.0003969159,0.0004831226,0.0001682355,0.0007040202,0.0002702046,0.05895402],"category_scores_gemma":[0.000009338674,0.0004004437,0.0003661634,0.0001277042,0.0001364484,0.00006599701,0.0004941324,0.001378385,0.0001110381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007527306,"about_ca_system_score_gemma":0.0002325768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000635414,"about_ca_topic_score_gemma":0.0003107861,"domain_scores_codex":[0.9978259,0.00007423232,0.0003010306,0.0007103207,0.000443829,0.0006447071],"domain_scores_gemma":[0.9983367,0.0002634302,0.000216911,0.0008597741,0.0001458124,0.0001773565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008744911,0.001246398,0.04522638,0.0008374245,0.004006959,0.0008590961,0.05129819,0.0003869474,0.003144944,0.1567052,0.3430469,0.3844966],"study_design_scores_gemma":[0.001291389,0.00005828411,0.0002028792,0.0001119449,0.0001242679,7.119058e-7,0.004071539,0.0001514627,0.00005711171,0.001570918,0.9918845,0.0004750029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007802907,0.0001930826,0.0008004793,0.001916016,0.0003387427,0.002232087,0.0003542573,0.00005770724,0.9863047],"genre_scores_gemma":[0.2696536,0.00001280751,0.0003585865,0.00008174716,0.000315274,0.00003655529,0.00009083094,0.00005732577,0.7293933],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6488376,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183201220852341,"score_gpt":0.2060261739777306,"score_spread":0.1941941617692072,"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."}}