{"id":"W4406525054","doi":"10.1016/j.jet.2025.105972","title":"Optimal discriminatory disclosure","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Theory","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Econometrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004945902,0.0007097384,0.001648432,0.0009903805,0.001157553,0.004699137,0.001332255,0.003515939,0.009023055],"category_scores_gemma":[0.03529532,0.0007528515,0.0005378567,0.001026028,0.002544733,0.005779499,0.002490958,0.002919115,0.0008169393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001876678,"about_ca_system_score_gemma":0.002695946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005195079,"about_ca_topic_score_gemma":0.0005119333,"domain_scores_codex":[0.9959499,0.001598817,0.0002475142,0.0006297642,0.0008097944,0.0007641806],"domain_scores_gemma":[0.9799269,0.01421361,0.001639152,0.002358115,0.001082131,0.0007799916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005831792,0.0003128261,0.001250202,0.0001937101,0.0000656888,0.0001394937,0.0002529067,0.02598947,0.002129979,0.9128734,0.008226898,0.0479822],"study_design_scores_gemma":[0.0001323396,0.00009562264,0.0007199253,0.00006850429,0.00003963854,0.0001813692,0.0001284466,0.08572456,0.001276416,0.909229,0.002377109,0.00002716464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4702608,0.002791104,0.2931312,0.02295366,0.0009131865,0.0003511716,0.0007811614,0.0007304914,0.2080873],"genre_scores_gemma":[0.9808919,0.0003366454,0.01059267,0.0004187232,0.00016284,0.00005573495,0.000052574,0.00002705338,0.007461918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009023055,"threshold_uncertainty_score":0.0301851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419415506237594,"score_gpt":0.3843921611373182,"score_spread":0.3401980060749423,"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."}}