{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001969691,0.0002131587,0.0002095582,0.003313937,0.001088184,0.002833955,0.0002488125,0.0003766386,0.0176601],"category_scores_gemma":[0.01366919,0.00007092547,0.0002279944,0.003948093,0.001227105,0.001604791,0.001023636,0.0009592761,0.001978227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002088588,"about_ca_system_score_gemma":0.001378582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005138751,"about_ca_topic_score_gemma":0.003494339,"domain_scores_codex":[0.9970372,0.001587181,0.0001165313,0.0001098467,0.0008356611,0.000313697],"domain_scores_gemma":[0.983829,0.006981359,0.005303397,0.0003808452,0.001800347,0.001705051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001717503,0.00117619,0.7150096,0.0003679737,0.00005906638,0.0003921949,0.01899648,0.000853768,0.0003939508,0.06771641,0.01408417,0.1807784],"study_design_scores_gemma":[0.00001600249,0.0001862575,0.8621497,0.0005293993,0.00003133605,0.0007184508,0.05411393,0.002278748,0.0003710229,0.02489648,0.05466972,0.00003893602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8122635,0.00233306,0.002290332,0.005455846,0.00007550707,0.0001896288,0.0009209097,0.00004116877,0.1764299],"genre_scores_gemma":[0.9911292,0.0007292511,0.0005970593,0.0002719966,0.00004038733,0.0000710608,0.0002869984,0.00001042803,0.00686372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0176601,"threshold_uncertainty_score":0.05907893,"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."}}