{"id":"W1962573975","doi":"10.1111/j.1541-1338.2011.00494.x","title":"Public Managers as the Missing Variable in Policy Studies: An Empirical Investigation Using Canadian Data","year":2011,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Public policy; Public administration; Conceptual framework; Subject (documents); Empirical research; Policy making; Political science; Affect (linguistics); Policy analysis; Public relations; Public economics; Sociology; Economics; Social science; Law","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"],"consensus_categories":[],"category_scores_codex":[0.02348317,0.0001228754,0.0003096285,0.001323222,0.001096434,0.0001985009,0.002268218,0.0001156211,0.0002948723],"category_scores_gemma":[0.03836904,0.00009538514,0.00004125443,0.006745981,0.001798804,0.001071199,0.0004022291,0.000550964,0.00003537931],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048222,"about_ca_system_score_gemma":0.03550035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8529842,"about_ca_topic_score_gemma":0.276502,"domain_scores_codex":[0.9921918,0.004352106,0.0005253609,0.0004028675,0.001285083,0.00124279],"domain_scores_gemma":[0.9960536,0.0008286162,0.0001295601,0.001226583,0.0007187673,0.001042823],"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":[0.000010883,0.0001569801,0.004267288,0.002350658,0.00008657061,0.00002618164,0.03040611,0.000001086799,0.00008118508,0.904815,0.02085749,0.03694061],"study_design_scores_gemma":[0.0003010787,0.0001486839,0.003174654,0.00375846,0.00002049371,0.00001430767,0.01678818,0.0007435295,0.00004853934,0.1058222,0.8688113,0.0003685831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01443929,0.0157141,0.00001688817,0.5288907,0.00007436543,0.001987091,0.0001075884,0.00004021574,0.4387297],"genre_scores_gemma":[0.861918,0.1023478,0.002587884,0.02753434,0.002723687,0.0001390503,0.0001238295,0.00006717461,0.002558204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8479539,"threshold_uncertainty_score":0.9699675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.85832264097383,"score_gpt":0.6419960300804769,"score_spread":0.2163266108933531,"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."}}