{"id":"W4379385404","doi":"10.33423/jabe.v25i2.6109","title":"Modeling Public Sector Corruption and the Institutional Environment in Emerging Economies: An Institutional Theory View","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Language change; Moderation; Normative; Institutional theory; Emerging markets; Economic freedom; Business; New institutional economics; Economics; Political science; Social psychology; Market economy; Microeconomics; Psychology; Finance; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0024649,0.00008983392,0.0002124558,0.0002504251,0.0004746554,0.0001722123,0.0001198976,0.00005675522,0.000118588],"category_scores_gemma":[0.00002896806,0.00007470119,0.00002952637,0.0001207382,0.0003003917,0.0005772324,0.00006319384,0.000111289,0.00001506728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683154,"about_ca_system_score_gemma":0.0003418389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000609924,"about_ca_topic_score_gemma":0.0003271295,"domain_scores_codex":[0.9991497,0.00003499951,0.0004445687,0.0001412105,0.00006036443,0.0001691038],"domain_scores_gemma":[0.9995904,0.00006428285,0.0001669646,0.00006016587,0.00002817736,0.00009003295],"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":[0.0002012384,0.00003242398,0.0009510028,0.00001499833,0.00002833923,0.0000020917,0.004685367,0.2044431,0.000004596416,0.6676393,0.00000441215,0.1219932],"study_design_scores_gemma":[0.009880623,0.00003826443,0.07892508,0.0001331347,0.00006531757,0.0001031739,0.04025576,0.4662485,0.000002250772,0.1773332,0.2260846,0.0009300403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922376,0.000128115,0.001598334,0.002641377,0.0003924192,0.0001306252,0.000002798601,0.000008804362,0.002859917],"genre_scores_gemma":[0.9887779,0.0104405,0.0002265557,0.0002513502,0.0002413097,0.00001252484,0.000006477421,0.000005615566,0.00003775969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.490306,"threshold_uncertainty_score":0.3650714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169937946928479,"score_gpt":0.2446315029119437,"score_spread":0.2029321234426589,"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."}}