{"id":"W2896489205","doi":"10.5539/cis.v11n4p36","title":"IoT ReDy Architecture for Smart Grid Management","year":2018,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Smart grid; Scalability; Default gateway; Architecture; Grid; Distributed computing; Renewable energy; Internet of Things; Electricity; Computer network; Computer security; Database; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006958906,0.000108493,0.00009332502,0.0003285213,0.0006541725,0.0007510163,0.0009069332,0.00002515454,8.820883e-7],"category_scores_gemma":[0.00001484477,0.0000913696,0.00003007436,0.0007184944,0.0002569651,0.00272088,0.0006706486,0.00005974254,0.00005126357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002478222,"about_ca_system_score_gemma":0.00004832739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000200814,"about_ca_topic_score_gemma":1.533774e-7,"domain_scores_codex":[0.9988555,0.000009532188,0.0002460512,0.0002451875,0.000304142,0.0003396073],"domain_scores_gemma":[0.9991798,0.00003745326,0.00008710568,0.0003416298,0.0002422079,0.0001117347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005267726,0.000008807648,0.00008503289,0.00003950123,0.000004659922,4.074222e-7,0.003029027,0.00006488485,0.00003037276,0.03019052,0.01818177,0.9483597],"study_design_scores_gemma":[0.0003679695,0.0001985693,0.0080661,0.000033256,0.000002463646,0.00002954848,0.00001379448,0.4783936,0.0008002415,0.002567881,0.5093192,0.0002073327],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007888417,0.000008939759,0.9743531,0.0005455802,0.007966068,0.0002379207,3.81612e-7,0.0001312427,0.008868389],"genre_scores_gemma":[0.1051799,0.00001028537,0.8854182,0.005932758,0.003335148,0.00002179162,0.000005910318,0.000005661906,0.000090355],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9481524,"threshold_uncertainty_score":0.7242068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078034096585685,"score_gpt":0.2404050914629699,"score_spread":0.229624750497113,"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."}}