{"id":"W2015350910","doi":"10.1145/2001858.2002100","title":"Pricing transmission rights using ant colony optimization","year":2011,"lang":"en","type":"article","venue":"","topic":"Metaheuristic Optimization Algorithms Research","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Ant colony optimization algorithms; Computer science; Heuristic; Transmission (telecommunications); Mathematical optimization; Optimization algorithm; Optimization problem; Artificial intelligence; Algorithm; Telecommunications; 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":[0.0006604028,0.0005082105,0.0008876463,0.000546478,0.0003720353,0.00161066,0.001510221,0.0015534,0.002642492],"category_scores_gemma":[0.002199151,0.0003074976,0.0006139893,0.0009640428,0.0009367718,0.002446539,0.000881954,0.00116966,0.0003563136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572329,"about_ca_system_score_gemma":0.0005775446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186685,"about_ca_topic_score_gemma":0.00100964,"domain_scores_codex":[0.9993175,0.0002155991,0.00002588138,0.0000688621,0.0003295403,0.00004262754],"domain_scores_gemma":[0.9993373,0.0003104697,0.00009940825,0.00008374687,0.0001119771,0.00005719156],"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":[0.00004495211,0.0001081818,0.0004597939,0.00007198971,0.00006867217,0.0002096756,0.00006409477,0.7682577,0.004358685,0.1549265,0.002045476,0.06938431],"study_design_scores_gemma":[0.0000153707,0.00002433057,0.00004832914,0.000003977648,0.000007935962,0.00003319938,0.000005904011,0.9769434,0.0004410681,0.02047302,0.001995848,0.000007511912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01304672,0.0003688522,0.9755722,0.0005446838,0.0001207574,0.00005738451,0.00001937833,0.0001300044,0.01014002],"genre_scores_gemma":[0.6599356,0.0007898435,0.3283018,0.0002080122,0.0001701961,0.0001425722,0.000052495,0.0001090606,0.01029052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002642492,"threshold_uncertainty_score":0.008839965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06836078390450274,"score_gpt":0.2881382356550402,"score_spread":0.2197774517505374,"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."}}