{"id":"W4235454321","doi":"10.1002/9781119453550.ch12","title":"Conclusion","year":2019,"lang":"en","type":"other","venue":"","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; British Columbia Institute of Technology","funders":"","keywords":"Microgrid; Smart grid; Renewable energy; Reliability (semiconductor); Computer science; Control (management); Systems engineering; Risk analysis (engineering); Telecommunications; Engineering; Power (physics); Business; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001296622,0.000712222,0.0004701914,0.001331806,0.002427162,0.005921352,0.001670228,0.002267235,0.2533962],"category_scores_gemma":[0.002994185,0.00026103,0.0007163881,0.001234271,0.0006226852,0.003306678,0.003172123,0.001953619,0.1357416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00290191,"about_ca_system_score_gemma":0.003642204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004575197,"about_ca_topic_score_gemma":0.0064404,"domain_scores_codex":[0.9985323,0.0001805782,0.00006641015,0.0002976073,0.0007191769,0.0002038535],"domain_scores_gemma":[0.9987438,0.0001094479,0.00004949017,0.0001787304,0.0006806681,0.0002378679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008132007,0.0001011323,0.001124528,0.0004185793,0.00001376313,0.000267548,0.0007187694,0.0007251069,0.0009006803,0.1083509,0.5493898,0.3379079],"study_design_scores_gemma":[0.000003966682,0.00001111762,0.000304851,0.0001402913,0.000003148368,0.0001016412,0.0002641536,0.0001343908,0.0003005979,0.006402975,0.9923273,0.000005586491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002641137,0.005071252,0.01455159,0.02094306,0.008909169,0.0002500025,0.001796739,0.001178893,0.9446582],"genre_scores_gemma":[0.02844488,0.008068016,0.01310945,0.008803528,0.001904382,0.0002358807,0.003819883,0.0006688294,0.9349451],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7466038,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002925610144010826,"score_gpt":0.1762122299077672,"score_spread":0.1732866197637564,"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."}}