{"id":"W3155954926","doi":"10.3386/w28673","title":"Ideology and Performance in Public Organizations","year":2021,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Ideology; Public relations; Political science; Public administration; Sociology; Political economy; Politics; Law","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":[0.002447385,0.0001366836,0.0002359564,0.003033255,0.0007514564,0.001304316,0.0002670914,0.0002868806,0.003592848],"category_scores_gemma":[0.009163824,0.0001331767,0.0001860206,0.002813094,0.0004859424,0.0005015088,0.00092726,0.0004441593,0.0007887035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184314,"about_ca_system_score_gemma":0.0007309665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008120967,"about_ca_topic_score_gemma":0.01207795,"domain_scores_codex":[0.9984848,0.0003874651,0.00009829351,0.0001162634,0.0004220919,0.0004911232],"domain_scores_gemma":[0.9800825,0.00255391,0.01287363,0.0006950102,0.001824033,0.001971069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005479931,0.00006472343,0.9935952,0.00001005711,0.00002334125,0.00001810793,0.000399391,0.0002478801,0.00009717852,0.000302749,0.0004673038,0.00471938],"study_design_scores_gemma":[0.000002774152,0.00005089065,0.9986206,0.000007492261,0.000004282429,0.00000830154,0.0004403301,0.000196851,0.00005561707,0.00008138253,0.0005291407,0.000002287817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959902,0.0001021213,0.00007677764,0.0001634864,0.000007715945,0.000003939141,0.000415019,0.00000618145,0.00323464],"genre_scores_gemma":[0.9989867,0.00004337453,0.00004109658,0.00001150997,0.0000217144,0.000003780378,0.0005226678,0.000002406537,0.0003668359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008120967,"threshold_uncertainty_score":0.01614738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4328182601442996,"score_gpt":0.5319121823876125,"score_spread":0.09909392224331287,"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."}}