{"id":"W2791287955","doi":"10.1109/tii.2018.2819169","title":"Integrating Renewable Energy Resources Into the Smart Grid: Recent Developments in Information and Communication Technologies","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Informatics","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":417,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Smart grid; Renewable energy; Electricity; Environmental economics; Demand response; Grid; Fossil fuel; Electricity generation; Greenhouse gas; Business; Distributed generation; Computer science; Telecommunications; Engineering; Power (physics); Electrical engineering; Economics; Ecology; Geography; Waste management","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":[],"consensus_categories":[],"category_scores_codex":[0.0008773006,0.0005623295,0.0004610553,0.001283461,0.0003990202,0.001963364,0.0006680237,0.001245284,0.002826528],"category_scores_gemma":[0.00139294,0.00028879,0.0004058146,0.004051295,0.0008227245,0.004301422,0.001373652,0.001605185,0.0008110374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000633445,"about_ca_system_score_gemma":0.0007070471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007720562,"about_ca_topic_score_gemma":0.001052059,"domain_scores_codex":[0.999588,0.00009276222,0.00003473028,0.00006200997,0.0001827472,0.00003976988],"domain_scores_gemma":[0.9985145,0.000795636,0.0001396344,0.00009445092,0.0003542408,0.0001015506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005140014,0.00008173462,0.001859737,0.003145161,0.00004427878,0.0002939331,0.0002776959,0.006394214,0.004853139,0.09325089,0.01516815,0.8745796],"study_design_scores_gemma":[0.00001109944,0.0002179537,0.003285305,0.001581143,0.0000871147,0.001498554,0.000595068,0.01480264,0.003801178,0.06604706,0.9079869,0.00008589304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01756327,0.8136989,0.07039571,0.0209665,0.002542692,0.00008402772,0.0001506888,0.0003840099,0.07421426],"genre_scores_gemma":[0.1110543,0.8243846,0.05097698,0.002474905,0.004101471,0.00004744939,0.0002501847,0.00005794856,0.006652271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002826528,"threshold_uncertainty_score":0.00945574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794558451888192,"score_gpt":0.2159411898827294,"score_spread":0.1979956053638475,"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."}}