{"id":"W4385364884","doi":"10.3982/ecta20355","title":"Ideology and Performance in Public Organizations","year":2023,"lang":"en","type":"article","venue":"Econometrica","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Ideology; Procurement; Bureaucracy; Presidential system; Politics; Presidential election; Public administration; Civil service; Public service; Service (business); Political economy; Political science; Economics; Public relations; Law; Management; Economy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00299803,0.0001529638,0.0003031829,0.002478806,0.000874294,0.002257835,0.000285494,0.0005009751,0.00458651],"category_scores_gemma":[0.01137515,0.0001340248,0.0002165052,0.002288287,0.0008602287,0.0007716442,0.001305529,0.0006612631,0.0009035238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529887,"about_ca_system_score_gemma":0.0007461047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005499048,"about_ca_topic_score_gemma":0.006033408,"domain_scores_codex":[0.9981391,0.0005062002,0.00008972278,0.0001188709,0.0004070791,0.0007389562],"domain_scores_gemma":[0.9748321,0.005113147,0.0142107,0.0009604031,0.001924847,0.002958715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001195253,0.0001468871,0.9909672,0.00001433383,0.00003938751,0.00005091268,0.0007781387,0.0005758139,0.0001428602,0.0008700938,0.000562723,0.005732071],"study_design_scores_gemma":[0.000008379402,0.0001110535,0.9965068,0.0000139638,0.000009432966,0.00001836361,0.001554693,0.0005247159,0.00008994242,0.0003793433,0.0007777865,0.000005699545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955229,0.00009618287,0.00006969435,0.0002330883,0.000007218037,0.000002838402,0.0001602865,0.000004950662,0.003902901],"genre_scores_gemma":[0.9994441,0.00002798852,0.00001891751,0.00001080137,0.00001787773,0.000002248463,0.0001907991,0.000001553866,0.0002858223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005499048,"threshold_uncertainty_score":0.01585525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993497358085778,"score_gpt":0.2199618528155032,"score_spread":0.1900268792346455,"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."}}