{"id":"W4248655310","doi":"10.1002/asmb.725","title":"Advancing public sector performance analysis","year":2008,"lang":"en","type":"article","venue":"Applied Stochastic Models in Business and Industry","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Public sector; Econometrics; Computer science; Economics; Economy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005405128,0.0001128895,0.000214768,0.000386553,0.0006329688,0.00008313308,0.0002000117,0.0002762283,0.0001534829],"category_scores_gemma":[0.0001347272,0.0001122155,0.00002396522,0.002316452,0.0003787373,0.0004840789,0.00005850085,0.0004147584,0.000003605686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000719001,"about_ca_system_score_gemma":0.000688046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009625617,"about_ca_topic_score_gemma":0.0006089717,"domain_scores_codex":[0.9985693,0.00003642158,0.0002224781,0.0002687808,0.0003955418,0.0005075102],"domain_scores_gemma":[0.9993513,0.00009811801,0.00006211997,0.0001522533,0.0001156028,0.0002206191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008597405,0.0003879915,0.0156194,0.00006717214,0.0001837305,0.00002410202,0.01044395,0.1458093,0.0001045621,0.8065543,0.0007399166,0.01997969],"study_design_scores_gemma":[0.004846343,0.0001033184,0.3330826,0.0001484546,0.0002149749,0.00004078236,0.01365786,0.6046875,0.00006301557,0.02607733,0.01456792,0.002509973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134914,0.00002832408,0.0324455,0.00220854,0.0000460654,0.0001877056,0.000006763059,0.00004349826,0.05154218],"genre_scores_gemma":[0.9987959,0.0001017302,0.0001729451,0.0001758634,0.0001622862,0.00006448493,0.000008582148,0.000007426906,0.0005107651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7804769,"threshold_uncertainty_score":0.4868349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08386487989565639,"score_gpt":0.3221259585352658,"score_spread":0.2382610786396094,"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."}}