{"id":"W6908680335","doi":"10.32920/23739453","title":"Settling on Austerity: ISAs, Immigrant Communities and Neoliberal Restructuring","year":2023,"lang":"en","type":"article","venue":"","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Austerity; Restructuring; Immigration; Settlement (finance); Government (linguistics); Workforce; Neoliberalism (international relations); Coalition government","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":[0.006965933,0.0002430662,0.0003399217,0.001239876,0.04004237,0.01668752,0.001858192,0.004239767,0.008063498],"category_scores_gemma":[0.007100146,0.0002405876,0.0003500329,0.0015603,0.03537864,0.0052972,0.01573565,0.005667207,0.0004029672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04649767,"about_ca_system_score_gemma":0.07473449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5112811,"about_ca_topic_score_gemma":0.7646546,"domain_scores_codex":[0.9921024,0.002513945,0.000120952,0.0002891576,0.001076229,0.003897222],"domain_scores_gemma":[0.9956132,0.0006421803,0.0003911302,0.0001642672,0.0006551279,0.0025341],"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":[0.00004433362,0.0001176549,0.01185594,0.0001045809,0.00001286343,0.001598121,0.3458175,0.0003253752,0.0003224498,0.5675676,0.02336738,0.04886625],"study_design_scores_gemma":[0.00001821429,0.00004360182,0.01563939,0.0004186703,0.00001071248,0.0003552379,0.7360774,0.0003569208,0.0001859164,0.04271498,0.204129,0.00004995027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.550753,0.002896137,0.0008193335,0.161075,0.0004164249,0.00005841175,0.00002288129,0.00003615682,0.2839226],"genre_scores_gemma":[0.9761904,0.0006507183,0.0002499881,0.007954165,0.00004830091,0.00001385791,0.000008866204,0.00001433155,0.01486942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5112811,"threshold_uncertainty_score":0.9831941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898421219827815,"score_gpt":0.2215687640505314,"score_spread":0.1725845518522533,"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."}}