{"id":"W2915257095","doi":"10.51952/9781447334927.ch006","title":"Policy analysis in local government","year":2018,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Local government; Political science; Business; Public administration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004430945,0.000418372,0.0006216929,0.0008047558,0.0002483607,0.0001241483,0.0007174527,0.000567516,0.0003590349],"category_scores_gemma":[0.0001081989,0.0004271119,0.0003885667,0.000121185,0.0009950125,0.00006863462,0.0002591434,0.0003326854,0.0001894594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366216,"about_ca_system_score_gemma":0.001420957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08832508,"about_ca_topic_score_gemma":0.02960069,"domain_scores_codex":[0.9968166,0.0001048159,0.0005200692,0.0005179856,0.00129269,0.0007477808],"domain_scores_gemma":[0.9986835,0.0001385874,0.0002972551,0.0004600823,0.00008311525,0.0003375285],"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":[0.00002186313,0.000009870427,0.00005911954,0.00001500725,0.0003888695,0.00001192958,0.008358869,0.000004944075,5.722421e-7,0.9724104,0.009310204,0.009408286],"study_design_scores_gemma":[0.0001778726,0.00001735974,0.0003129416,0.00005700788,0.0001397406,6.208355e-7,0.00005374177,0.000009902907,0.00001562078,0.08164732,0.9171428,0.000425071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006292173,0.00009463964,0.00004934277,0.00155602,0.0001088506,0.0003635188,0.00009579817,0.00006948545,0.9975994],"genre_scores_gemma":[0.01727347,0.0004253692,0.00006255895,0.001324498,0.003749428,0.0000379642,0.00001957465,0.00005314374,0.977054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9078326,"threshold_uncertainty_score":0.9998181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05148545907598245,"score_gpt":0.3337292558860284,"score_spread":0.2822437968100459,"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."}}