{"id":"W2113351098","doi":"10.1109/iwcmc.2011.5982648","title":"Management of PHEV batteries in the smart grid: Towards a cyber-physical power infrastructure","year":2011,"lang":"en","type":"article","venue":"","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Smart grid; Renewable energy; Automotive engineering; Energy storage; Computer science; Electrical engineering; Energy management; Engineering; Power (physics); Energy (signal processing)","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":[0.0002843544,0.000301509,0.0004263585,0.0001499758,0.0003807587,0.001321532,0.0009089278,0.0007556396,0.001584269],"category_scores_gemma":[0.0003415706,0.0001530436,0.0002761316,0.0002705978,0.0004918986,0.002346396,0.0008428796,0.0004886022,0.0003759147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738589,"about_ca_system_score_gemma":0.0004566855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149274,"about_ca_topic_score_gemma":0.00156733,"domain_scores_codex":[0.999801,0.00006176228,0.000009206218,0.00003683376,0.00006096873,0.00003026847],"domain_scores_gemma":[0.9998661,0.00003124932,0.0000181664,0.00002380295,0.00004407592,0.0000166296],"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":[0.0002767934,0.0001879916,0.007101433,0.0005642773,0.00009446907,0.001421175,0.0004469701,0.6625624,0.02834991,0.1032061,0.009411272,0.1863772],"study_design_scores_gemma":[0.00003559195,0.0001343295,0.0006688724,0.00004175934,0.0000281504,0.0002872661,0.0002329889,0.9420401,0.007191178,0.03052343,0.01879569,0.00002066701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1510002,0.003494704,0.8068152,0.002693841,0.0003649236,0.000175489,0.0001879981,0.001004655,0.03426287],"genre_scores_gemma":[0.9779774,0.0007569069,0.01755271,0.0001440694,0.00004015755,0.00004712549,0.00005348141,0.00002200765,0.003406218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001584269,"threshold_uncertainty_score":0.005299866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006265052704855548,"score_gpt":0.1920870368242901,"score_spread":0.1858219841194345,"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."}}