{"id":"W2110474053","doi":"10.1177/0010414011428590","title":"Political Structures, Social Diversity, and Public Policy","year":2011,"lang":"en","type":"article","venue":"Comparative Political Studies","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"De facto; Diversity (politics); Politics; Public policy; State (computer science); Education policy; Intervention (counseling); Political science; Higher education; Sociology; Economic growth; Political economy; Public administration; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0002321164,0.000227944,0.0005208667,0.0001277296,0.007894879,0.00004494843,0.0002586701,0.0001372082,0.00002911324],"category_scores_gemma":[0.0008002401,0.0001784643,0.0001122956,0.0003218209,0.006827958,0.0002158438,0.00160526,0.0002246348,0.00002171609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003255599,"about_ca_system_score_gemma":0.0001579318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216249,"about_ca_topic_score_gemma":0.001710488,"domain_scores_codex":[0.997251,0.0003436676,0.0002300821,0.0002928816,0.0004064502,0.001475897],"domain_scores_gemma":[0.9986831,0.0003490408,0.0000568038,0.00008367965,0.0003032494,0.000524141],"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":[0.00001131905,0.00005221971,0.01981539,0.00001112386,0.000217775,0.000003164553,0.09714027,1.266751e-9,5.089314e-7,0.8818021,0.0008161128,0.0001299835],"study_design_scores_gemma":[0.0002221471,0.00004931662,0.1107777,0.000004391177,0.00003838799,0.000001156466,0.1561362,3.578181e-7,0.00001962062,0.7308814,0.001668935,0.0002003807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3429332,0.001002307,0.00001856531,0.03192553,0.0003480244,0.0003070476,0.00003874499,0.0001893332,0.6232373],"genre_scores_gemma":[0.9957804,0.0001010331,0.00006976135,0.001647834,0.001989905,0.00001581661,0.000001028667,0.000007630761,0.000386568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6528472,"threshold_uncertainty_score":0.9958749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4483653977707464,"score_gpt":0.4599012121546404,"score_spread":0.01153581438389406,"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."}}