{"id":"W4381432871","doi":"10.3390/en16124797","title":"Smart Contract Design in Distributed Energy Systems: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Energies","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta","funders":"Alberta Ingenuity; Canada First Research Excellence Fund; University of Alberta","keywords":"Smart grid; Interoperability; Smart contract; Computer security; Scope (computer science); Scalability; Computer science; Risk analysis (engineering); Audit; Business; Blockchain; Engineering; Database; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001427388,0.000470512,0.00333402,0.0004003708,0.00009423561,0.0001370705,0.002337007,0.0004621948,0.000001855168],"category_scores_gemma":[0.0003496365,0.0003574919,0.0003246263,0.002154812,0.00006304966,0.0001099608,0.000401099,0.0003648318,0.0001017549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766399,"about_ca_system_score_gemma":0.0002584018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001768628,"about_ca_topic_score_gemma":0.00002921972,"domain_scores_codex":[0.9962918,0.0009130297,0.001423386,0.0006854982,0.0002672694,0.0004190196],"domain_scores_gemma":[0.9961961,0.001105609,0.000721807,0.001833734,0.00007784757,0.00006489058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[1.416122e-7,0.00003319586,4.358782e-8,0.8177918,0.0001188498,0.00005779549,0.00001092321,0.00005714549,1.480455e-8,0.1663346,0.001716294,0.01387916],"study_design_scores_gemma":[0.00006013384,0.00001700129,8.070138e-8,0.6995685,0.0003958935,0.00009582219,0.000006226289,0.003586659,4.177442e-7,0.0008550799,0.2949775,0.0004367416],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.310144e-8,0.9100847,0.08728286,0.00007740381,0.0001976261,0.001532576,0.00003238487,0.0007621571,0.00003022255],"genre_scores_gemma":[0.00001007609,0.9927526,0.0005589938,0.00005854983,0.00002476221,0.006293067,0.00007584498,0.00003529413,0.0001907835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2932612,"threshold_uncertainty_score":0.9998877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454019122661509,"score_gpt":0.2947148698053481,"score_spread":0.250174678578733,"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."}}