{"id":"W2295415823","doi":"10.1177/1035304615627950","title":"Deprivileging the public sector workforce: Austerity, fragmentation and service withdrawal in Britain","year":2016,"lang":"en","type":"article","venue":"The Economic and Labour Relations Review","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Austerity; Public sector; Restructuring; Workforce; Economic policy; Coalition government; Economics; Government (linguistics); Public service; Labour economics; Public administration; Political science; Economy; Economic growth; Finance; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0009051962,0.00005817027,0.000115803,0.00001911004,0.0007857376,0.00005624161,0.00009635534,0.00003443918,0.0001206607],"category_scores_gemma":[0.00008996599,0.00002784509,0.00001990384,0.0001298405,0.0002147421,0.0002350069,0.00005447909,0.00006763166,0.00004913043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008679503,"about_ca_system_score_gemma":0.0000681177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215268,"about_ca_topic_score_gemma":0.0123069,"domain_scores_codex":[0.9993536,0.0002062891,0.0001599496,0.00009519718,0.00004318997,0.0001417574],"domain_scores_gemma":[0.9995281,0.0002603529,0.00008071747,0.00008311054,0.00001627963,0.00003140616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004249671,0.000009322775,0.0486539,0.0001447616,0.00005319862,4.01818e-7,0.01513208,0.000004552419,0.000002405713,0.8208473,0.002041168,0.1131067],"study_design_scores_gemma":[0.0008190096,0.00001862348,0.2994036,0.001895762,0.00009753647,0.00001029042,0.009578599,0.00009492322,7.351468e-7,0.109543,0.5781639,0.0003739858],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6469369,0.03276545,0.00002592,0.3084956,0.0001380109,0.0005902021,0.000008985187,0.00002270784,0.01101626],"genre_scores_gemma":[0.8947168,0.1006116,0.00001120341,0.002291591,0.0002048775,0.00004388448,7.511025e-7,0.000004617042,0.002114657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7113042,"threshold_uncertainty_score":0.6867538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424937781161904,"score_gpt":0.3112830778408637,"score_spread":0.2770337000292447,"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."}}