{"id":"W2469199753","doi":"10.1111/spol.12211","title":"Reassessing Policy Drift: Social Policy Change in the United States","year":2016,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Hacker; Gridlock; Scholarship; Public policy; Policy analysis; Social security; Politics; Political science; Economics; Political economy; Public administration; Public economics; Law and economics; Law; Computer science; Computer security","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":[0.0008464133,0.0002091175,0.0002434715,0.0004254064,0.003201515,0.000221361,0.0002396096,0.0002861467,0.000007152327],"category_scores_gemma":[0.001140344,0.0001351359,0.0001044516,0.001757726,0.001237251,0.0004672878,0.00005274908,0.0001799981,0.000008061958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063815,"about_ca_system_score_gemma":0.001224783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1213142,"about_ca_topic_score_gemma":0.01773292,"domain_scores_codex":[0.9976655,0.0006220156,0.0003224564,0.0002441125,0.0004331933,0.0007126742],"domain_scores_gemma":[0.9992666,0.000257703,0.000195234,0.00008549372,0.00008931915,0.0001056216],"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":[0.00003273446,0.00006637955,0.0005511966,0.00001375619,0.00001915014,0.000003354526,0.1754044,2.495124e-8,0.00004815024,0.7751781,0.0007171573,0.04796561],"study_design_scores_gemma":[0.001733501,0.0002227611,0.2705207,0.00009310908,0.00004957537,0.000005946062,0.09420019,0.00000591237,0.00008651396,0.4976515,0.1346288,0.0008014647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3918068,0.00003592422,0.00001059531,0.582621,0.0001032242,0.0004177979,0.00008432653,0.0000934066,0.02482695],"genre_scores_gemma":[0.9639692,0.0009627445,0.000006776195,0.006834224,0.02739648,0.00007377609,0.00002624857,0.00001659722,0.0007139347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5757868,"threshold_uncertainty_score":0.9980962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09354093560874924,"score_gpt":0.4309459289804198,"score_spread":0.3374049933716706,"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."}}