{"id":"W3048668956","doi":"10.23977/jeis.2020.51005","title":"Research on Microgrid Power Direct Transaction Behavior Based on Blockchain","year":2020,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microgrid; Cluster analysis; Blockchain; Database transaction; Computer science; Electricity; Electricity market; Transaction data; Data mining; Database; Control (management); Engineering; Artificial intelligence; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001420255,0.0004374155,0.0008182169,0.0007458435,0.0007780311,0.001542043,0.00128175,0.0006415228,0.002451116],"category_scores_gemma":[0.005798798,0.0003612247,0.0005062912,0.001445666,0.001151768,0.003957343,0.0008474931,0.0007291694,0.0002525137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161641,"about_ca_system_score_gemma":0.001356462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006549918,"about_ca_topic_score_gemma":0.003219689,"domain_scores_codex":[0.9985649,0.0004043443,0.00008336671,0.0003802782,0.0004069346,0.0001602402],"domain_scores_gemma":[0.9968978,0.001564925,0.0004024066,0.0003715666,0.0006185405,0.0001447431],"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":[0.0002190335,0.0001383998,0.01190001,0.0002657305,0.0001288919,0.0005790053,0.0006037491,0.7911805,0.00625184,0.1239129,0.001315949,0.06350402],"study_design_scores_gemma":[0.000008100311,0.00003234099,0.0004875886,0.000007429217,0.00001076244,0.00006735717,0.00005280379,0.9846665,0.0007021051,0.01345766,0.0004982537,0.000009077536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3262046,0.001144534,0.6593032,0.0008827827,0.00008710465,0.0001727981,0.0002183044,0.0004316027,0.01155506],"genre_scores_gemma":[0.9857785,0.0004829158,0.01170515,0.00002893744,0.00002120722,0.00005298385,0.00007865683,0.00001532904,0.00183644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006549918,"threshold_uncertainty_score":0.01302361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784269261108904,"score_gpt":0.2692733566352599,"score_spread":0.2514306640241708,"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."}}