{"id":"W2247142144","doi":"10.1109/epec.2015.7379950","title":"A distributed game theoretic approach to energy trading in the smart grid","year":2015,"lang":"en","type":"article","venue":"","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Smart grid; Computer science; Grid; Profit (economics); Energy (signal processing); Game theory; Distributed generation; Distributed computing; Mathematical optimization; Renewable energy; Microeconomics; Economics; Electrical engineering; Engineering; 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":[0.001320751,0.0009544739,0.001212124,0.000476191,0.0005998251,0.00153956,0.001718252,0.001345942,0.002607028],"category_scores_gemma":[0.002089594,0.0004022307,0.0007857842,0.0007831029,0.001709704,0.002186629,0.001213904,0.001599588,0.0002535972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337128,"about_ca_system_score_gemma":0.001399122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538172,"about_ca_topic_score_gemma":0.002431129,"domain_scores_codex":[0.9986508,0.0007795978,0.00004032866,0.0001583189,0.0002772334,0.00009358471],"domain_scores_gemma":[0.9992322,0.0004968383,0.0000662707,0.00005011715,0.00009123421,0.00006336609],"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":[0.00005013015,0.00006906952,0.0002225419,0.0000619405,0.00003833084,0.0001489558,0.00006906813,0.7847538,0.0008842588,0.2047797,0.0006841007,0.008238081],"study_design_scores_gemma":[0.00002560938,0.00003531412,0.00003772691,0.000004932273,0.00000744979,0.00003732946,0.00002025608,0.9444965,0.0001470211,0.0540851,0.001094992,0.000007723187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008962466,0.0002640967,0.9812407,0.0003982646,0.00008179188,0.00007501194,0.00003289234,0.00004816897,0.008896568],"genre_scores_gemma":[0.8539557,0.0007190969,0.1367513,0.0002625984,0.0001291523,0.0002881633,0.00004781375,0.00003426976,0.007811752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002607028,"threshold_uncertainty_score":0.00970155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865532845281135,"score_gpt":0.1951786706713896,"score_spread":0.1765233422185783,"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."}}