{"id":"W4384200366","doi":"10.1111/1467-8500.12595","title":"Assessing the ‘forgotten fundamental’ in policy advisory systems research: Policy shops and the role(s) of core policy professionals","year":2023,"lang":"en","type":"article","venue":"Australian Journal of Public Administration","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Toronto Metropolitan University","funders":"","keywords":"Government (linguistics); Work (physics); Public policy; Distribution (mathematics); Advice (programming); Public relations; Core (optical fiber); Political science; Business; Public administration; Engineering; Law; Computer science","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":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03674303,0.000152325,0.0003714562,0.002101134,0.0004438132,0.001182938,0.0009154535,0.0001151725,0.00009737755],"category_scores_gemma":[0.009024615,0.00007769358,0.0001193773,0.004647825,0.0006642725,0.001744702,0.0001452061,0.0006016322,0.00002603928],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002513817,"about_ca_system_score_gemma":0.006488221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000246709,"about_ca_topic_score_gemma":0.0001092297,"domain_scores_codex":[0.9919991,0.002348506,0.001740433,0.0002269435,0.003208761,0.000476186],"domain_scores_gemma":[0.9942357,0.002467804,0.001309746,0.0004194565,0.001355488,0.0002118002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000276294,0.000333265,0.1914104,0.00006935342,0.0001193955,0.00002413667,0.01144625,0.0005390733,0.002123933,0.702642,0.01273522,0.07828065],"study_design_scores_gemma":[0.002787964,0.0006071297,0.6255187,0.0003462718,0.00002178049,0.0003044362,0.2298878,0.005950428,0.0004242185,0.1017964,0.03212216,0.0002328097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.797676,0.0001031958,0.00003797588,0.1990788,0.0001992444,0.0004574521,0.00001449848,0.000008436779,0.002424405],"genre_scores_gemma":[0.9956642,0.000087604,0.00004630882,0.0002405815,0.000775404,0.00002512959,0.000008924414,0.00001100529,0.003140857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6008456,"threshold_uncertainty_score":0.9998539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5736256102983246,"score_gpt":0.6152550634437988,"score_spread":0.04162945314547417,"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."}}