{"id":"W4285227580","doi":"10.1109/access.2022.3184704","title":"Blockchain for Distributed Energy Resources Management and Integration","year":2022,"lang":"en","type":"article","venue":"IEEE Access","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Blockchain; Decentralization; Software deployment; Immutability; Computer science; Key (lock); Process management; Risk analysis (engineering); Systems engineering; Computer security; Engineering management; Business; Engineering; Software engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001739009,0.00006836694,0.00007336761,0.000102597,0.0004145577,0.00009734288,0.0009257165,0.00002378206,0.000005972828],"category_scores_gemma":[0.000005128468,0.0000682471,0.00001901404,0.0003732608,0.00003334573,0.00006666456,0.0005044965,0.00007364628,2.741315e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002874563,"about_ca_system_score_gemma":0.000006602446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004816589,"about_ca_topic_score_gemma":0.00002777497,"domain_scores_codex":[0.9993464,0.00002809735,0.0001143816,0.0002788907,0.0001011669,0.0001310603],"domain_scores_gemma":[0.9994997,0.00004380448,0.00005876999,0.0003399575,0.00002565742,0.0000320652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001461503,0.0001294692,0.0001305634,0.00001199891,0.00002526284,0.000004118598,0.000231368,0.0004460789,0.0002012467,0.8609678,0.008645553,0.1291919],"study_design_scores_gemma":[0.0008847979,0.0002501718,0.001279908,0.000006959822,0.00002049788,0.00002268235,0.0002106621,0.3794888,0.007834919,0.3280048,0.2816478,0.000347937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06071808,0.0001354814,0.9361904,0.002255403,0.000117393,0.0002030995,0.00002649925,0.0001805699,0.0001731387],"genre_scores_gemma":[0.9938703,0.00001165227,0.004662821,0.0004117541,0.00001979813,0.0008687673,0.00001236525,0.000004191743,0.0001383144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9331523,"threshold_uncertainty_score":0.3188484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478835529036547,"score_gpt":0.2554529634728952,"score_spread":0.2406646081825297,"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."}}