{"id":"W3166482579","doi":"10.22459/pppatp.2021","title":"Politics, Policy and Public Administration in Theory and Practice","year":2021,"lang":"en","type":"book","venue":"ANU Press eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Public Administration of Canada; University of Victoria","funders":"University of Canberra; Western Sydney University; University of Queensland; Queensland Government; Australian National University; University of Melbourne; Chartered Institute of Logistics and Transport; Department of the Prime Minister and Cabinet; World Bank Group","keywords":"Politics; Public administration; Administration (probate law); Public policy; Political science; Work (physics); Public management; Sociology; Law; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.002275615,0.0001792804,0.0002366341,0.0002504453,0.0003039081,0.0008341342,0.0002188996,0.0004136404,0.00003094511],"category_scores_gemma":[0.007671956,0.0001978808,0.00003667177,0.00004234863,0.0009279593,0.000363865,0.0001530755,0.0004685275,0.000002390569],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701584,"about_ca_system_score_gemma":0.008115451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005957793,"about_ca_topic_score_gemma":0.002985688,"domain_scores_codex":[0.9969396,0.001362177,0.0002917375,0.0003858251,0.0004939155,0.0005267176],"domain_scores_gemma":[0.9967018,0.002307676,0.0001577332,0.0002344125,0.0002120581,0.0003863352],"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":[0.00001971352,0.00002886878,0.000003558805,0.00004655893,0.00002413524,0.00004533247,0.004984177,6.078492e-9,0.000002861667,0.9859542,0.002830399,0.00606016],"study_design_scores_gemma":[0.0001683613,0.00004485274,0.00002078904,0.00005034526,0.00001300836,0.00002208457,0.001312059,0.000001092294,0.00001531423,0.1741437,0.8240371,0.0001712559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004457156,0.0008362381,0.00001037458,0.004628441,0.00005958479,0.0003360241,0.00006350589,0.00003694095,0.9935832],"genre_scores_gemma":[0.02319596,0.0007749971,0.00005818091,0.001361314,0.00102028,0.00004110967,0.00004967892,0.00001979793,0.9734787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8212067,"threshold_uncertainty_score":0.9975076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08871050725855015,"score_gpt":0.4386028267916722,"score_spread":0.3498923195331221,"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."}}