{"id":"W4416436949","doi":"10.1016/j.epsr.2025.112502","title":"Smart contract-driven trading in a wholesale electricity market with multi-aggregator coordination in a Private Blockchain platform based on Ethereum","year":2025,"lang":"en","type":"article","venue":"Electric Power Systems Research","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Blockchain; Database transaction; Smart contract; Cryptocurrency; Electricity; Demand response; Electricity market; Hash function; Renewable energy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003029792,0.0003112065,0.0004616081,0.003299046,0.0001021795,0.0001348941,0.0004460108,0.0002114577,0.00002150958],"category_scores_gemma":[0.0002724095,0.0002982238,0.00004984815,0.005101707,0.0000333649,0.0001151226,0.00004160494,0.001144938,0.00001414697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002177952,"about_ca_system_score_gemma":0.0001926163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008354992,"about_ca_topic_score_gemma":0.0006448611,"domain_scores_codex":[0.996469,0.0004529634,0.0005390606,0.0005219158,0.0008411974,0.001175863],"domain_scores_gemma":[0.9986237,0.0006000808,0.00005694602,0.0004900139,0.000114927,0.0001143527],"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":[0.001489827,0.001273994,0.09394344,0.001501205,0.0003867948,0.0006821801,0.0007298306,0.8603362,0.01767338,0.003302997,0.01442562,0.004254493],"study_design_scores_gemma":[0.002784048,0.0002322719,0.03410421,0.0007949533,0.000005208316,0.00000331547,0.0000532731,0.9565991,0.001944687,0.0000120505,0.003190473,0.0002763949],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639811,0.0008927326,0.01825491,0.0002558902,0.0003611614,0.002319614,0.000004972606,0.0002923924,0.01363723],"genre_scores_gemma":[0.997761,0.00002218538,0.00009306337,0.00002987421,0.00002721845,0.0006602931,0.000005401266,0.00006454598,0.001336454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09626287,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200874088715301,"score_gpt":0.272712141945482,"score_spread":0.2526247330739519,"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."}}