{"id":"W1598797156","doi":"","title":"Multiagent System Platform for Auction Simulations","year":2007,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Common value auction; Computer science; Complement (music); Combinatorial auction; Multi-agent system; Distributed computing; Artificial intelligence; Microeconomics; Economics","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":[0.002304373,0.0006367223,0.0009749134,0.0005498428,0.0005633061,0.001399671,0.002098824,0.001110631,0.01526091],"category_scores_gemma":[0.008583558,0.0004722371,0.0008018536,0.0004832312,0.0005188843,0.001475133,0.001852566,0.002777568,0.002620678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005722689,"about_ca_system_score_gemma":0.00099845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013569,"about_ca_topic_score_gemma":0.0008001949,"domain_scores_codex":[0.9986202,0.0007610457,0.00007604581,0.0001237515,0.0003437416,0.0000752515],"domain_scores_gemma":[0.9965743,0.001762963,0.0001714602,0.0006976626,0.0005695047,0.0002241836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002491438,0.0003039064,0.0008816008,0.0002496345,0.000138306,0.0002194526,0.0001678497,0.7700222,0.004886734,0.1871037,0.007289411,0.0284881],"study_design_scores_gemma":[0.00007978502,0.00004242368,0.00008323709,0.00001423552,0.000007855065,0.0000172886,0.00001063212,0.9596261,0.001450841,0.02954322,0.009113072,0.0000112834],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02306656,0.0002107133,0.954927,0.0007295766,0.0003415728,0.0005281851,0.000677629,0.003300004,0.01621875],"genre_scores_gemma":[0.2779031,0.0003135023,0.7116694,0.0001705146,0.0001043075,0.002057111,0.0008374732,0.0006786403,0.006265928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01526091,"threshold_uncertainty_score":0.05105281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2075365457607463,"score_gpt":0.4632351017257335,"score_spread":0.2556985559649872,"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."}}