{"id":"W7070439357","doi":"","title":"An Overview of the South African Labour Market from Quarter 2 of 2009 to Quarter 2 of 2010","year":2014,"lang":"en","type":"other","venue":"Open University of Cape Town (University of Cape Town)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Promotion (chess); Unemployment; Market research","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","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001993652,0.0003107453,0.001302848,0.0008218192,0.0001571595,0.00005646136,0.007618713,0.0002421878,0.06417802],"category_scores_gemma":[0.0001167254,0.0002939098,0.0004413488,0.001242782,0.0006753189,0.0003992903,0.002270964,0.0001926989,0.0001029264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004409781,"about_ca_system_score_gemma":0.0002413006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0329977,"about_ca_topic_score_gemma":0.009948061,"domain_scores_codex":[0.996004,0.0005612939,0.0005117932,0.000955135,0.001665617,0.000302107],"domain_scores_gemma":[0.9937147,0.0003004932,0.002122183,0.003067129,0.0005741643,0.0002212971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003141331,0.0002237331,0.001364799,0.00008294736,0.0002177262,0.00000638048,0.005568625,0.0000493312,0.0001274197,0.0006449972,0.9843557,0.007044236],"study_design_scores_gemma":[0.001848678,0.0004333813,0.04827496,0.0006747163,0.0004334683,8.019005e-7,0.06121998,0.0005983053,0.00005067099,0.0005403704,0.8853951,0.0005296255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07723147,0.000305715,0.004544033,0.002002905,0.001266226,0.001688784,0.007399028,0.00005077271,0.9055111],"genre_scores_gemma":[0.380081,0.00007057488,0.005394274,0.00008618404,0.00004565875,6.493175e-8,0.00006717536,0.00004484298,0.6142102],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3028496,"threshold_uncertainty_score":0.9999513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05687788102804275,"score_gpt":0.2831275502916632,"score_spread":0.2262496692636204,"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."}}