{"id":"W4362499738","doi":"10.2139/ssrn.4408017","title":"An Experimental Study of Auctioneers’ and Bidders’ Preferences Over Corruption in Auctions","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Common value auction; Language change; Advertising; Economics; Microeconomics; Business; Art; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007993188,0.0005999011,0.0008380329,0.0003841003,0.0009335792,0.003158808,0.0009317225,0.001819927,0.0117469],"category_scores_gemma":[0.04403701,0.0006236917,0.0003490966,0.0005321294,0.002500043,0.00214856,0.001046016,0.002500655,0.0007644318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008006522,"about_ca_system_score_gemma":0.0008063068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009177388,"about_ca_topic_score_gemma":0.0007829365,"domain_scores_codex":[0.9952673,0.003244106,0.0003294805,0.0003890078,0.0004781699,0.0002920689],"domain_scores_gemma":[0.9000068,0.07862116,0.009432008,0.008391221,0.001674544,0.001874272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1678485,0.1774781,0.2166903,0.001747619,0.001312974,0.001526765,0.02901147,0.01987368,0.1399733,0.1624139,0.006304886,0.07581861],"study_design_scores_gemma":[0.0440026,0.1286667,0.4460782,0.0003574923,0.001387941,0.002307608,0.02870163,0.1225402,0.05316702,0.1573991,0.01446749,0.000924056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969051,0.00002239722,0.0003701583,0.0001078489,0.00001482488,0.0000321012,0.00003165571,0.000004612403,0.002511262],"genre_scores_gemma":[0.998068,0.00002340861,0.0004705764,0.00005184227,0.00001452196,0.00006232938,0.00004287841,0.00000767689,0.001258623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117469,"threshold_uncertainty_score":0.04227257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845233538769024,"score_gpt":0.3522486341898557,"score_spread":0.2937962988021655,"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."}}