{"id":"W3188757466","doi":"10.1177/08969205211031624","title":"The Policy Road to Socialism","year":2021,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Socialism; State socialism; Marxist philosophy; Neoclassical economics; Economics; Legitimation; Neoliberalism (international relations); Capital (architecture); Economic system; Political economy; State (computer science); Capitalism; Political science; Politics; Communism; Law","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0005439307,0.00007787469,0.0001672824,0.00001733814,0.003886462,0.00005426665,0.0002113791,0.0002244602,0.00005568567],"category_scores_gemma":[0.013752,0.00005462663,0.000118109,0.0002285559,0.003487742,0.00003883202,0.0001375318,0.0001939173,0.0002281442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303308,"about_ca_system_score_gemma":0.0005797526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198252,"about_ca_topic_score_gemma":0.001404217,"domain_scores_codex":[0.9982606,0.0005579914,0.0001507883,0.0001728113,0.0001752218,0.0006825671],"domain_scores_gemma":[0.9981657,0.001304068,0.00001485324,0.0001116609,0.0002161778,0.0001875414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002551336,0.00001426007,0.0001220615,0.000001595115,0.00001710043,0.000005334949,0.02884447,5.239413e-8,0.00003095108,0.9552391,0.007391554,0.008330998],"study_design_scores_gemma":[0.00006413322,0.00001712277,0.005671087,0.000002415513,0.000008952287,7.939437e-7,0.03412238,2.434087e-7,0.000025229,0.7072566,0.2527366,0.00009453344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.027587,0.0007314892,0.00004918213,0.7821627,0.001288486,0.0000986915,0.000007902722,0.00008253921,0.1879921],"genre_scores_gemma":[0.9674864,0.0006029807,0.00007013068,0.01888251,0.006663975,0.00004061659,0.000001311808,0.000008798473,0.0062433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9398994,"threshold_uncertainty_score":0.9992242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05233084285630143,"score_gpt":0.4668726907746101,"score_spread":0.4145418479183087,"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."}}