{"id":"W6991871676","doi":"","title":"Informational Advantage and Information Structure: An Analysis of Canadian Treasury Auctions ∗","year":2010,"lang":"en","type":"article","venue":"","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Common value auction; Treasury; Interdependence; Private information retrieval; Value (mathematics); Dimension (graph theory); Construct (python library); Vickrey–Clarke–Groves auction","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":[0.0006159432,0.0000612296,0.0001248671,0.002559379,0.0002432714,0.0001184764,0.0002049457,0.00006446655,0.004050173],"category_scores_gemma":[0.0003473934,0.00004642863,0.00004971119,0.002911326,0.0001166608,0.003139772,0.00001727363,0.0001001579,0.00004215916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009977631,"about_ca_system_score_gemma":0.0001085832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006504065,"about_ca_topic_score_gemma":0.1842913,"domain_scores_codex":[0.998985,0.00002891016,0.0004437921,0.00009922059,0.0003507757,0.00009231258],"domain_scores_gemma":[0.9987935,0.000152119,0.0001756241,0.0003458743,0.0003253444,0.0002075631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007069879,0.00001228675,0.01558048,9.27719e-7,0.00006293076,4.23498e-8,0.001060432,0.001937028,0.000920929,0.9383803,0.0005392329,0.04149835],"study_design_scores_gemma":[0.000208474,0.00002580939,0.7009937,6.177311e-7,0.0001673166,0.00001693335,0.005926262,0.04200212,0.001105548,0.04556862,0.2037925,0.0001920755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672109,0.0000012902,0.009476821,0.0006124843,0.0001240635,0.00009747789,0.0004685231,0.0000227943,0.02198564],"genre_scores_gemma":[0.9975218,0.00000221054,0.001852785,0.0002209036,0.00001875549,0.000004632055,0.0001509592,0.000001321698,0.0002266502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8928117,"threshold_uncertainty_score":0.9968603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429639863959037,"score_gpt":0.3309796097096436,"score_spread":0.3066832110700533,"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."}}