{"id":"W2914639985","doi":"10.1332/policypress/9781447334910.003.0006","title":"Policy analysis in local government","year":2018,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Local government; Policy analysis; Public policy; Work (physics); Public administration; Political science; Government (linguistics); Policy studies; Public economics; Economics; Engineering; Law","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":[0.0008804707,0.000334904,0.0005315399,0.0008660935,0.0003163328,0.0002671902,0.0008810836,0.0005759831,0.0007576008],"category_scores_gemma":[0.0004048599,0.0003498239,0.000337046,0.0001530074,0.001442704,0.0000987798,0.0002822154,0.0004999305,0.0001107684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166613,"about_ca_system_score_gemma":0.002838634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09097379,"about_ca_topic_score_gemma":0.04458336,"domain_scores_codex":[0.9962039,0.0001865555,0.0005245854,0.0005406535,0.001639953,0.0009043477],"domain_scores_gemma":[0.998314,0.000193358,0.0002503846,0.0005941523,0.0001135992,0.0005345016],"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":[0.00002040387,0.00001937706,0.00001308987,0.00001474932,0.0002567828,0.00001386465,0.00314989,0.000004123679,0.000001315509,0.9848349,0.004445374,0.007226118],"study_design_scores_gemma":[0.0001988168,0.00003965657,0.00008331428,0.00003261671,0.00008134507,6.776013e-7,0.000103308,0.00004952007,0.00004252651,0.06043045,0.9386112,0.0003265412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004339312,0.00004332184,0.0001073575,0.003005309,0.0000538058,0.0003886056,0.0003308878,0.00007019402,0.9959571],"genre_scores_gemma":[0.07367752,0.000131542,0.00002716009,0.001018265,0.00286676,0.00004999735,0.00001746057,0.00003678867,0.9221745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9341658,"threshold_uncertainty_score":0.9998954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08129639518567564,"score_gpt":0.4010482260528931,"score_spread":0.3197518308672175,"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."}}