{"id":"W3198856893","doi":"10.2139/ssrn.3744499","title":"Principal Trading Procurement: Competition and Information Leakage","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada); University of British Columbia","funders":"","keywords":"Procurement; Leakage (economics); Information leakage; Business; Principal (computer security); Competition (biology); Industrial organization; Commerce; Economics; Computer science; Computer security; Marketing","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":[0.01418536,0.0005933724,0.002407785,0.001221611,0.001419645,0.009477165,0.001492941,0.004736153,0.01062418],"category_scores_gemma":[0.06358163,0.0009680825,0.001261214,0.002644213,0.004608483,0.01046664,0.003104619,0.004204489,0.001014833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221898,"about_ca_system_score_gemma":0.002627733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008050335,"about_ca_topic_score_gemma":0.0006654045,"domain_scores_codex":[0.99121,0.005367091,0.0004842796,0.0006782151,0.001403199,0.0008572984],"domain_scores_gemma":[0.9393073,0.04790123,0.004416822,0.004402751,0.002916737,0.001055202],"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":[0.0009467158,0.0002511931,0.005281495,0.0004171282,0.0001399586,0.0006289753,0.0004978516,0.03494214,0.001049079,0.9193991,0.003103971,0.03334231],"study_design_scores_gemma":[0.00009035112,0.0001410424,0.001299198,0.00007705739,0.00007825251,0.000462444,0.0003021892,0.07463542,0.0007659435,0.9201225,0.001976107,0.00004944449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4234308,0.005279998,0.4201738,0.01794083,0.0003522514,0.0001816029,0.0003426523,0.0003250204,0.1319731],"genre_scores_gemma":[0.9884526,0.0005372326,0.004366453,0.0002222195,0.00008697228,0.00003228586,0.00002927997,0.00002158557,0.006251336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418536,"threshold_uncertainty_score":0.07502019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389547221456799,"score_gpt":0.3117468781001701,"score_spread":0.2678514058856021,"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."}}