{"id":"W3090483279","doi":"10.1016/j.aos.2020.101173","title":"Bureaucratic discretion and contracting outcomes","year":2020,"lang":"en","type":"article","venue":"Accounting Organizations and Society","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"Department of Health and Aged Care, Australian Government; Entomological Society of Canada; Federal Emergency Management Agency; American Diabetes Association","keywords":"Discretion; Social connectedness; Bureaucracy; Politics; Agency (philosophy); Government (linguistics); Business; Sample (material); Public administration; Economics; Political science; Law; Psychology; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008870875,0.0001148427,0.0001374949,0.00001601252,0.0004324126,0.0006694391,0.00005964392,0.00005408079,0.00006495258],"category_scores_gemma":[0.0002355098,0.00009881784,0.0000269731,0.0003949979,0.00008866029,0.00129492,0.00006874898,0.00009886665,0.00002589422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005432072,"about_ca_system_score_gemma":0.00001634787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001693526,"about_ca_topic_score_gemma":0.000005505575,"domain_scores_codex":[0.999376,0.000003029471,0.0001655674,0.0001859867,0.00009729096,0.0001721273],"domain_scores_gemma":[0.999616,0.00004399875,0.00009792445,0.00005939113,0.0001630435,0.00001969993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002921738,0.00003284835,0.6119028,0.0002753057,0.00007414073,0.000002731359,0.001384138,0.00004058518,0.002345039,0.3812191,0.001274657,0.001445736],"study_design_scores_gemma":[0.001743384,0.000031096,0.8218199,0.0001150113,0.0004862925,0.000009491776,0.03533271,0.07124192,0.0002022678,0.05450131,0.01309704,0.001419603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834546,0.00006461739,0.004641416,0.008646228,0.00005911886,0.0001219422,0.000002724925,0.0001929158,0.002816398],"genre_scores_gemma":[0.9872271,0.00002572079,0.0003073775,0.01203988,0.0003285684,0.000002823226,0.00001623204,0.00001618286,0.0000361126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3267178,"threshold_uncertainty_score":0.6455417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565037093688637,"score_gpt":0.2257597014827234,"score_spread":0.210109330545837,"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."}}