{"id":"W2769558764","doi":"10.1093/ser/mwx046","title":"The Perils of Vanguardism","year":2017,"lang":"en","type":"article","venue":"Socio-Economic Review","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Retrenchment; Corporatism; Abandonment (legal); Political economy; Context (archaeology); Political science; Unemployment; Politics; Refugee; New Right; Hegemony; Psychological resilience; Development economics; Sociology; Public administration; Economics; Economic growth; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001441154,0.00007237621,0.0002902704,0.000005851568,0.003650856,0.00006490265,0.0005773795,0.00005294228,0.00006761147],"category_scores_gemma":[0.0005213656,0.00004462464,0.0002456556,0.00001413025,0.001348327,0.0001290416,0.00009041691,0.00007186765,0.0001494486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008237312,"about_ca_system_score_gemma":0.0001621921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002176218,"about_ca_topic_score_gemma":0.0005765882,"domain_scores_codex":[0.9992228,0.0001140836,0.0002480539,0.0001032221,0.00008937808,0.0002224693],"domain_scores_gemma":[0.9990479,0.0001417099,0.0003700628,0.0003628314,0.00003259025,0.00004493641],"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":[0.000003573926,0.00001390327,0.004767797,0.0004535607,0.0002258515,7.47298e-7,0.01778511,1.629914e-7,0.000002214895,0.6090069,0.05389577,0.3138444],"study_design_scores_gemma":[0.0001136947,0.00001017645,0.007063661,0.0003656863,0.00005781725,2.365306e-7,0.008022433,3.397389e-7,0.000003913854,0.04453962,0.9396856,0.0001367746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01355099,0.1799208,0.000001251727,0.09721961,0.001791682,0.0007211998,0.00001585041,0.00003480437,0.7067438],"genre_scores_gemma":[0.2518281,0.7399676,0.00001119661,0.0005488522,0.001040549,0.00003687039,4.844674e-7,0.000007685298,0.006558641],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8857899,"threshold_uncertainty_score":0.9976463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05501452139091446,"score_gpt":0.4227999136907244,"score_spread":0.36778539229981,"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."}}