{"id":"W2050710379","doi":"10.1109/tsg.2013.2253337","title":"Integrated V2G, G2V, and Renewable Energy Sources Coordination Over a Converged Fiber-Wireless Broadband Access Network","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Smart Grid","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; McGill University","funders":"","keywords":"Renewable energy; Computer science; Broadband; Variable renewable energy; Computer network; Benchmark (surveying); Grid; Telecommunications; Electric power system; Power (physics); Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003477681,0.0004876984,0.0003464968,0.0002924415,0.0003804437,0.0006199196,0.000757337,0.0003758259,0.001247353],"category_scores_gemma":[0.0004734498,0.0001219901,0.0002120661,0.0003034567,0.0002623023,0.0005761464,0.0005845986,0.0003790173,0.0001789414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000745724,"about_ca_system_score_gemma":0.0009152453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00961252,"about_ca_topic_score_gemma":0.01208144,"domain_scores_codex":[0.9997675,0.00005557669,0.000006609681,0.00005471976,0.00004983031,0.00006581925],"domain_scores_gemma":[0.9998494,0.00003501984,0.00002096488,0.00002479783,0.00004894524,0.00002072195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001172573,0.00007732405,0.001425566,0.0000159213,0.00002662583,0.00009301487,0.00003122508,0.9408637,0.00409994,0.004635139,0.0007549607,0.04785932],"study_design_scores_gemma":[0.00001344935,0.0000795868,0.0003633508,0.000002105724,0.000007509958,0.00003544928,0.00002168909,0.9953678,0.00208827,0.001105359,0.0009106808,0.000004824871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2309509,0.0001225553,0.751492,0.0002073157,0.0000739403,0.00017813,0.0001044792,0.001452836,0.01541783],"genre_scores_gemma":[0.9674749,0.0000317921,0.03084414,0.00002593754,0.000006554078,0.00003503446,0.00005329239,0.00001588755,0.001512479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00961252,"threshold_uncertainty_score":0.01911318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005908380888439898,"score_gpt":0.1903429196923792,"score_spread":0.1844345388039393,"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."}}