{"id":"W4200414843","doi":"10.1017/s1537592721002309","title":"Good Enough for Government Work: The Public Reputation Crisis in America (And What We Can Do to Fix It). By Amy E. Lerman. Chicago: University of Chicago Press, 2019. 304p. $82.50 cloth, $27.50 paper.","year":2021,"lang":"en","type":"article","venue":"Perspectives on Politics","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hendrix Genetics (Canada)","funders":"","keywords":"Reputation; Government (linguistics); Work (physics); Public administration; Political science; Public policy; Sociology; Media studies; Law; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001249195,0.0002165926,0.0002733922,0.00006085994,0.0002267031,0.0005791515,0.0002575188,0.00008104525,0.0000860384],"category_scores_gemma":[0.0001559083,0.0001962042,0.00009179814,0.0003582917,0.0002431884,0.001208181,0.000175965,0.0001898476,0.00001498998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901915,"about_ca_system_score_gemma":0.00008645874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941833,"about_ca_topic_score_gemma":0.0002363116,"domain_scores_codex":[0.9984019,0.00004293119,0.0002478041,0.0004535711,0.000345343,0.0005084461],"domain_scores_gemma":[0.999029,0.0001719891,0.0001795171,0.0003402967,0.000220415,0.00005874574],"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":[0.0001203102,0.0004873923,0.0006055083,0.0001518533,0.0001274636,0.00001209829,0.005233151,0.0001048068,0.0003327205,0.9412733,0.04928519,0.002266165],"study_design_scores_gemma":[0.0007672058,0.00009114382,0.008799328,0.0001772536,0.0001134869,0.000001961801,0.2975275,0.0001216953,0.0003216895,0.02649671,0.6651346,0.0004473711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4538735,0.01079427,0.0007794623,0.47563,0.0006681393,0.001912265,0.0007027272,0.0001800181,0.05545966],"genre_scores_gemma":[0.9907447,0.003166335,0.0001599791,0.004690968,0.0002336683,0.00001270024,0.00003486451,0.00002401927,0.000932826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9147766,"threshold_uncertainty_score":0.8000975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912609193296086,"score_gpt":0.2391829576109721,"score_spread":0.2200568656780112,"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."}}