{"id":"W2186524671","doi":"","title":"From Bad to Worse Twenty More Years of the Assault on the Public Sector","year":2015,"lang":"en","type":"article","venue":"˜The œinnovation journal","topic":"Social Media and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public sector; Private sector; Economics; Public interest; Government (linguistics); Political economy; Public relations; Political science; Economic growth; Law; Economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001528043,0.00005482349,0.0000761807,0.00005810653,0.0004209871,0.0001315091,0.0004836488,0.00007638845,0.0002213699],"category_scores_gemma":[0.001746175,0.00002921873,0.00004652573,0.001109222,0.0001879426,0.000086183,0.0000331853,0.0003796841,0.00004753107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172931,"about_ca_system_score_gemma":0.0005699188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009184765,"about_ca_topic_score_gemma":0.0005121491,"domain_scores_codex":[0.9982405,0.00035713,0.0002236062,0.00006203756,0.0009201003,0.0001966479],"domain_scores_gemma":[0.9985623,0.0003041041,0.0002159274,0.0001672847,0.0006573357,0.00009300145],"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":[0.00004258054,0.0001265817,0.08438266,0.000001594071,0.00011271,0.000005345858,0.2375975,0.00003573479,0.0008816015,0.2493381,0.4033177,0.02415794],"study_design_scores_gemma":[0.0003383105,0.00004740956,0.07010348,0.00003395003,0.00002004846,0.000003670483,0.09934793,0.0000220094,0.0002120194,0.03776523,0.7919794,0.0001265758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254134,0.00001099366,0.00006610555,0.06908426,0.002582958,0.0001378038,0.00001186869,0.000009636153,0.002682924],"genre_scores_gemma":[0.9925935,0.000002372403,0.00004004028,0.004274112,0.002317265,0.000003984821,0.000001300045,0.000006470121,0.0007609602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3886617,"threshold_uncertainty_score":0.3237934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08917521919735204,"score_gpt":0.3413979403168172,"score_spread":0.2522227211194651,"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."}}