{"id":"W7064214315","doi":"","title":"Almost $200 Million In Bonuses To Public Servants","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salary; Parliament; Public servant; Peck (Imperial); Public sector; Wage","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":["insufficient_payload"],"category_scores_codex":[0.0001864754,0.0003201588,0.0004707284,0.0002315327,0.00008247951,0.00006882875,0.0004281042,0.000132396,0.7932701],"category_scores_gemma":[0.00002472872,0.0003352702,0.0001841222,0.00004364365,0.00004683437,4.583501e-7,0.0001533081,0.0003160884,0.008415258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006760978,"about_ca_system_score_gemma":0.0000479119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357497,"about_ca_topic_score_gemma":0.002447338,"domain_scores_codex":[0.9982892,0.00007310775,0.0005704893,0.0002621929,0.0004117946,0.0003932147],"domain_scores_gemma":[0.9989791,0.00004799552,0.0003612575,0.0004096237,0.00006479559,0.0001372097],"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":[0.00003129909,0.00009533321,0.0007882002,0.00006976343,0.00008024544,0.000007521254,0.0001391348,0.0002610518,8.305847e-7,0.0001257862,0.9970942,0.001306636],"study_design_scores_gemma":[0.0003187959,0.00008049766,0.00007638457,0.00009167824,0.0000389144,0.000002239967,0.0004649421,0.0000202092,0.00001035992,0.000021734,0.9985357,0.0003385783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005237817,0.0001142656,0.000001360093,0.000295727,0.0001612768,0.0003772638,0.0002732776,0.0000630391,0.99819],"genre_scores_gemma":[0.00709308,0.00004567574,0.0004653311,0.0002898812,0.0001845972,0.00004888757,0.0005459668,0.00009692522,0.9912297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7848548,"threshold_uncertainty_score":0.9999099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006095475947850456,"score_gpt":0.1996208015580836,"score_spread":0.1935253256102331,"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."}}