{"id":"W4206721657","doi":"10.1287/mnsc.2021.4037","title":"Complex Disclosure","year":2021,"lang":"en","type":"article","venue":"Management Science","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Incentive; Obfuscation; Private information retrieval; Computer science; Process (computing); Business; Microeconomics; Economics; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004809107,0.00005779566,0.00007239813,0.00005393967,0.001173246,0.0002053845,0.0004064155,0.00001102045,0.0004573469],"category_scores_gemma":[0.00002364412,0.00006088405,0.00002926855,0.0006200636,0.001070384,0.0003103091,0.0004258331,0.00003176333,0.000205968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903123,"about_ca_system_score_gemma":0.00005012078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001865003,"about_ca_topic_score_gemma":0.0004372329,"domain_scores_codex":[0.998894,0.000027232,0.00009679236,0.0003048872,0.000355039,0.0003220407],"domain_scores_gemma":[0.9996309,0.00001020986,0.00002870575,0.0002009587,0.00004472738,0.00008454607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000142911,0.00009873384,0.02974575,0.000005909656,0.000009239389,0.000044615,0.005054416,0.000008025592,0.00416891,0.9483833,0.004310656,0.008168976],"study_design_scores_gemma":[0.0004602272,0.00002993295,0.2204922,0.00002579099,0.00003162681,0.000001655287,0.09068399,0.00007058353,0.006246667,0.01159678,0.6697938,0.0005667924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1645999,0.00007251445,0.00005957038,0.003176525,0.0003758448,0.0001265043,0.000001642943,0.00006293695,0.8315246],"genre_scores_gemma":[0.9858361,0.00009227712,0.002768854,0.0004377795,0.00003760086,0.00001377928,0.000001284295,0.000003289728,0.01080907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9367865,"threshold_uncertainty_score":0.9023775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06573237943242256,"score_gpt":0.3660968049336344,"score_spread":0.3003644255012119,"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."}}