{"id":"W4383757216","doi":"10.56687/9781447359531","title":"The Changing Politics and Policy of Austerity","year":2021,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Austerity; Politics; Political science; Political economy; Economic system; Economics; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004789186,0.0002683795,0.0004783833,0.0002163385,0.001974701,0.0001362196,0.0004028501,0.0004130292,0.00000152859],"category_scores_gemma":[0.0007249857,0.0002006669,0.0001891412,0.00006968585,0.002334664,0.00003898667,0.0005731853,0.0003460898,0.000001271406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002316814,"about_ca_system_score_gemma":0.002044049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04581043,"about_ca_topic_score_gemma":0.00284101,"domain_scores_codex":[0.9978552,0.0002224176,0.0003623549,0.0002499501,0.0004620962,0.0008479093],"domain_scores_gemma":[0.9985315,0.0004596392,0.0003135749,0.0003230936,0.0001903463,0.0001818301],"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":[0.000003216555,0.000004820901,0.000003254791,0.0001056125,0.0001417105,0.000001980189,0.04509325,6.421151e-8,0.00000177888,0.9462802,0.002560719,0.00580336],"study_design_scores_gemma":[0.0001334778,0.00001671376,0.00003895179,0.0001270454,0.00007654323,0.000002033514,0.002275167,0.000001026513,0.00006667714,0.1873789,0.8096484,0.0002350708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008934057,0.002122319,0.00000169495,0.002873023,0.0002593455,0.0003433758,0.0001196584,0.00005397426,0.9941373],"genre_scores_gemma":[0.004927319,0.003599494,0.00001249838,0.0005890264,0.007942352,0.00003500276,0.00000474069,0.00003790386,0.9828517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8070877,"threshold_uncertainty_score":0.9993246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06287775886882524,"score_gpt":0.3680950776673056,"score_spread":0.3052173187984804,"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."}}