{"id":"W4284884018","doi":"10.1145/3547353.3522634","title":"Real-time Bidding for Time Constrained Impression Contracts in First and Second Price Auctions - Theory and Algorithms","year":2022,"lang":"en","type":"article","venue":"ACM SIGMETRICS Performance Evaluation Review","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Bidding; Real-time bidding; Common value auction; Impression; Display advertising; Ebidding; Computer science; Microeconomics; Online advertising; Advertising; Economics; Business; World Wide Web; The Internet","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":[0.01286943,0.002147392,0.006181485,0.001830296,0.001540008,0.007092257,0.006195394,0.004640425,0.009677663],"category_scores_gemma":[0.03898657,0.002565797,0.002622565,0.003717152,0.004731301,0.01180705,0.003397652,0.005517313,0.001129822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004902299,"about_ca_system_score_gemma":0.004377253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006965474,"about_ca_topic_score_gemma":0.003984449,"domain_scores_codex":[0.994249,0.003226764,0.0002084765,0.0005747392,0.0008894816,0.0008515565],"domain_scores_gemma":[0.9581908,0.0361197,0.001970221,0.001231743,0.001376753,0.001110726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002518475,0.0004078275,0.0007887987,0.0003525526,0.0001180724,0.000159525,0.0003373102,0.6256093,0.0005074735,0.3354432,0.005415409,0.03060877],"study_design_scores_gemma":[0.00006181852,0.00005121286,0.0001065609,0.00002744337,0.00001833444,0.0000550979,0.00007361251,0.8848343,0.0001260743,0.1137754,0.0008453628,0.00002469859],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02328859,0.001500208,0.965966,0.001373068,0.0001379221,0.0002381483,0.0001327358,0.0001831026,0.007180246],"genre_scores_gemma":[0.6507664,0.003346087,0.3233045,0.0006460721,0.0005981682,0.0007515206,0.0003869354,0.0003492195,0.01985116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01286943,"threshold_uncertainty_score":0.06806087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09197368646269002,"score_gpt":0.4033265468963884,"score_spread":0.3113528604336984,"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."}}