{"id":"W4410248253","doi":"10.1007/978-3-031-82334-3_96","title":"Modelling of a Combinatorial Double Auction Using DEVS","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes on data engineering and communications technologies","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Agencia Estatal de Investigación; European Commission","keywords":"DEVS; Computer science; Combinatorial auction; Mathematics; Simulation; Modeling and simulation; Statistics; Common value auction","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":[],"consensus_categories":[],"category_scores_codex":[0.0005200356,0.000247406,0.0003873393,0.0006195483,0.0002831419,0.00009403488,0.003117288,0.0004599412,0.000009724128],"category_scores_gemma":[0.000740485,0.0002126913,0.00006327127,0.0003181532,0.0002953933,0.0001505391,0.001680949,0.0007043409,0.000006939835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004067893,"about_ca_system_score_gemma":0.00005987953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001944801,"about_ca_topic_score_gemma":0.000003838873,"domain_scores_codex":[0.9985601,0.00001723601,0.000532678,0.0004658766,0.0003005099,0.00012358],"domain_scores_gemma":[0.9923932,0.001431979,0.0003214328,0.005644376,0.0001886558,0.00002036067],"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":[0.00002494109,0.00002358952,0.00000123774,0.00002339512,0.00004899745,1.63528e-7,0.00002753233,0.2051772,0.00008115326,0.7562763,0.0001509981,0.03816448],"study_design_scores_gemma":[0.0002024224,0.00003298313,4.152791e-7,0.0002542465,0.00009025687,0.000006422637,0.00004855528,0.4271506,0.001091351,0.4585738,0.112277,0.0002719989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001540112,0.00401888,0.985726,0.001529683,0.0002609207,0.0003553706,0.0004227738,0.0006320238,0.006900316],"genre_scores_gemma":[0.8703083,0.004264953,0.1214546,0.00003424598,0.00008591924,0.00005547542,0.0006138455,0.00006497393,0.003117751],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8701543,"threshold_uncertainty_score":0.8673302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1893192769225184,"score_gpt":0.3508863715213479,"score_spread":0.1615670945988296,"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."}}