{"id":"W4210692344","doi":"10.31926/but.es.2021.14.63.2.19","title":"BUSINESS ETHICS. CORRUPTION PERCEPTION ANALYSIS","year":2021,"lang":"en","type":"article","venue":"Bulletin of the Transilvania University of Brasov Series V Economic Sciences","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Language change; Business ethics; Business; Index (typography); Goods and services; Perception; Perspective (graphical); Public economics; Development economics; Economics; Political science; Market economy; Law; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001120472,0.00007796824,0.0002360683,0.0001132601,0.0008477053,0.00003527431,0.000509607,0.00009248165,0.009026009],"category_scores_gemma":[0.0000805254,0.00008231353,0.0001944128,0.0005079951,0.001552385,0.0001485701,0.00007034162,0.00008920794,0.00005830982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154048,"about_ca_system_score_gemma":0.001004664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007542557,"about_ca_topic_score_gemma":0.02642626,"domain_scores_codex":[0.998963,0.0002248043,0.000207429,0.000259543,0.0001807679,0.0001644308],"domain_scores_gemma":[0.9992813,0.0001346387,0.0002093384,0.0001741365,0.0001491135,0.00005144774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007981891,0.0007652579,0.2751445,0.0003746018,0.002057345,0.00001742021,0.3064866,0.08443505,0.009223813,0.258919,0.008451309,0.05332692],"study_design_scores_gemma":[0.0004198375,0.00002993952,0.4973294,0.0000466593,0.0002784061,0.000003590532,0.1129261,0.0002210067,0.0002206319,0.0003091636,0.3879455,0.0002697026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292379,0.00003175318,0.0004644167,0.03098137,0.000535141,0.0001043966,0.00002237497,0.00002328628,0.03859936],"genre_scores_gemma":[0.9895316,0.0006836566,0.001912815,0.0001279101,0.00002368667,1.547648e-7,0.000003879219,0.000002654138,0.007713654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3794942,"threshold_uncertainty_score":0.9990663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076693760071514,"score_gpt":0.2445312619617178,"score_spread":0.2137643243610027,"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."}}