{"id":"W7061670996","doi":"","title":"Rags Seldom Turn to Riches Fall 2012: Part 1 Workforce Inequity in the UK - Gender, Power & Income","year":2013,"lang":"en","type":"other","venue":"The Atrium (University of Guelph)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Inequality; Workforce; Power (physics); Economic inequality; Culture of poverty","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":[0.002184251,0.000367101,0.0003881288,0.0007592736,0.007365867,0.005696754,0.0004791999,0.002331802,0.08653794],"category_scores_gemma":[0.004674094,0.0002914829,0.0002851341,0.0009809471,0.002806808,0.00384779,0.006636798,0.00211485,0.01002791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005284476,"about_ca_system_score_gemma":0.004436294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07883747,"about_ca_topic_score_gemma":0.2360187,"domain_scores_codex":[0.9983475,0.0004127582,0.00007011574,0.0001507839,0.0003679342,0.0006508105],"domain_scores_gemma":[0.9975463,0.0005677207,0.0002380558,0.000183355,0.000375921,0.001088711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001132285,0.00005125668,0.01136706,0.0003202082,0.00001158089,0.0003986831,0.04653321,0.00007246246,0.000486908,0.02323894,0.8332692,0.0841373],"study_design_scores_gemma":[0.000009745478,0.00004144556,0.03435287,0.0005072821,0.000005096975,0.0001516392,0.06559639,0.00002727479,0.0001681761,0.001967616,0.8971483,0.00002418864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1461301,0.02364527,0.0009010044,0.3167557,0.008661591,0.0001157944,0.002353607,0.0002070687,0.5012299],"genre_scores_gemma":[0.3794529,0.007343159,0.0003556306,0.02534662,0.001155562,0.00009394739,0.0004939178,0.000227367,0.5855309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08653794,"threshold_uncertainty_score":0.2894983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697169323960593,"score_gpt":0.2475021381944963,"score_spread":0.2205304449548903,"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."}}