{"id":"W2052708288","doi":"10.1145/1120701.1120703","title":"Redagent","year":2004,"lang":"en","type":"article","venue":"ACM SIGecom Exchanges","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Bidding; Computer science; Competition (biology); Focus (optics); Order (exchange); Simple (philosophy); Operations research; Supply chain; Supply chain management; Curse of dimensionality; Industrial organization; Microeconomics; Business; Economics; Artificial intelligence; Marketing; Mathematics","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":[0.002948591,0.001136654,0.0008612333,0.0009230262,0.001201373,0.003738765,0.003851725,0.001609307,0.1057567],"category_scores_gemma":[0.006393692,0.0008972723,0.001039816,0.0006752486,0.0005168567,0.00395534,0.003751589,0.003019684,0.0562694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004349,"about_ca_system_score_gemma":0.001403289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00296235,"about_ca_topic_score_gemma":0.004808248,"domain_scores_codex":[0.9980617,0.0005439397,0.000106569,0.0003436259,0.0007406407,0.0002034591],"domain_scores_gemma":[0.9964025,0.0007678709,0.0001724865,0.001400338,0.0007914208,0.0004653907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000850079,0.0004683521,0.0008792711,0.0004746089,0.0001245297,0.00021268,0.0002690084,0.009598357,0.003934639,0.1340244,0.6296477,0.2195163],"study_design_scores_gemma":[0.0001566112,0.00009430245,0.0002727504,0.00005204668,0.00002824892,0.0001793595,0.00004760883,0.05739052,0.003341151,0.02698896,0.9114048,0.00004366391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007895074,0.001584007,0.425322,0.004070066,0.00278013,0.001042999,0.00670553,0.155965,0.3946353],"genre_scores_gemma":[0.1107727,0.001661629,0.3669319,0.003807391,0.0006107481,0.001232919,0.0273694,0.0228821,0.4647311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1057567,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.250987736820624,"score_gpt":0.43930937358721,"score_spread":0.188321636766586,"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."}}