{"id":"W4400872535","doi":"10.1093/ser/mwae049","title":"Why right-wing governments restrict market competition: a demographic theory","year":2024,"lang":"en","type":"article","venue":"Socio-Economic Review","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Workforce; Economics; Competition (biology); Scholarship; Market regulation; Market economy; Neoliberalism (international relations); Labour economics; Capital (architecture); Political economy; Economic growth","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002063929,0.0001739012,0.0004118731,0.00005050539,0.000989245,0.0001193727,0.0002821715,0.0001148711,0.001883789],"category_scores_gemma":[0.0001249041,0.0001383691,0.0004043231,0.0002493632,0.0005076578,0.0002817806,0.00007195001,0.0002095591,0.0004579827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684529,"about_ca_system_score_gemma":0.000191321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005623775,"about_ca_topic_score_gemma":0.0001881858,"domain_scores_codex":[0.9981729,0.0005515875,0.0003765644,0.0003086099,0.0002106892,0.0003796014],"domain_scores_gemma":[0.9991361,0.0004554275,0.0001086246,0.0001746416,0.00001880939,0.00010642],"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":[0.000004151515,0.00001716139,0.0007436249,0.001067578,0.0003026254,0.00001194464,0.002798934,1.663963e-7,6.11772e-7,0.695518,0.2828583,0.01667701],"study_design_scores_gemma":[0.00007520866,0.00001116569,0.0004863213,0.00171877,0.000118974,0.000001682278,0.002107652,0.000002767522,3.372759e-7,0.1148322,0.8804451,0.0001998755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002324773,0.2855856,0.00002917906,0.04598926,0.00218143,0.0007877886,0.00005557269,0.0002841419,0.6627623],"genre_scores_gemma":[0.05978413,0.9148283,0.00004968002,0.01100663,0.002588877,0.0001453889,0.000009225493,0.00003667008,0.01155113],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6512111,"threshold_uncertainty_score":0.9990286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363397226265415,"score_gpt":0.3211039068151152,"score_spread":0.2974699345524611,"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."}}