{"id":"W7124137026","doi":"10.65109/dcqq8259","title":"Budgetary Effects on Pricing Equilibrium in Online Markets","year":2016,"lang":"","type":"article","venue":"","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Submodular set function; Budget constraint; Valuation (finance); Nash equilibrium; Clearing; Market clearing; Counterintuitive; Function (biology)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003468093,0.0003293077,0.0004785044,0.0004980792,0.0001122613,0.0001220622,0.001175728,0.0001735681,0.004530213],"category_scores_gemma":[0.002731066,0.0001830734,0.0001687895,0.001352231,0.0002250625,0.0004728939,0.0003735198,0.0002352685,0.005742275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008931937,"about_ca_system_score_gemma":0.0001154445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001290742,"about_ca_topic_score_gemma":0.00003420634,"domain_scores_codex":[0.995617,0.000787199,0.0009981954,0.001041009,0.00090636,0.0006502513],"domain_scores_gemma":[0.9851671,0.01289978,0.0002254727,0.001330022,0.0001100535,0.000267608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003955747,0.0007330733,0.006735273,0.00002399508,0.00001702566,0.00003372484,0.0002145373,0.00002405336,0.07445057,0.01919632,0.003355619,0.8948202],"study_design_scores_gemma":[0.005235666,0.001087845,0.4795161,0.001918536,0.00005652391,0.00002694022,0.0007125877,0.003415488,0.144499,0.324624,0.03747869,0.001428633],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435596,0.0001549921,0.00310308,0.01410681,0.0005434766,0.0006428065,0.00002804186,0.00005908282,0.03780214],"genre_scores_gemma":[0.9701406,0.0000547935,0.0006629073,0.001612414,0.0002219182,0.00002640946,0.000001816939,0.00002080818,0.02725838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8933916,"threshold_uncertainty_score":0.9963798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04240792143442736,"score_gpt":0.3457641629096035,"score_spread":0.3033562414751762,"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."}}