{"id":"W7133371684","doi":"","title":"Energy management of a hybrid locomotive equipped with fuel cell, batteries, supercapacitors and intermittent access to electric network","year":2021,"lang":"en","type":"article","venue":"Universidad Industrial de Santander","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Industrial de Santander; Government of Canada","keywords":"Electric energy; Energy management system; Work (physics); Energy management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001626281,0.0003637969,0.0003305401,0.000279905,0.0002676594,0.0005232009,0.0004473877,0.0003374628,0.00132413],"category_scores_gemma":[0.0001773094,0.00011581,0.0002181245,0.0002002869,0.000189634,0.0003923684,0.0003007881,0.0001245362,0.0002025108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289384,"about_ca_system_score_gemma":0.000222578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078803,"about_ca_topic_score_gemma":0.003676009,"domain_scores_codex":[0.9999406,0.00001370209,0.000004101046,0.00001365344,0.00001784009,0.00001002191],"domain_scores_gemma":[0.9999007,0.00002644035,0.00001651548,0.00001120454,0.0000334035,0.00001175082],"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":[0.001390164,0.0003091217,0.01653995,0.0005181452,0.0001679733,0.0008807326,0.0002197115,0.6505952,0.1898158,0.002779291,0.0007571388,0.1360267],"study_design_scores_gemma":[0.00005085317,0.000898739,0.00604263,0.00001572896,0.00006820688,0.0001740779,0.0001851293,0.9689098,0.02058392,0.0008677372,0.002186157,0.00001698637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8704772,0.0002529366,0.124148,0.0001157166,0.00003089099,0.00006388285,0.0001296594,0.0003346165,0.004447022],"genre_scores_gemma":[0.993208,0.00007119186,0.004273494,0.000007711596,0.000002940387,0.00001568859,0.00003754053,0.000005743618,0.002377687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002078803,"threshold_uncertainty_score":0.004429638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499966906545569,"score_gpt":0.2010617629913128,"score_spread":0.1860620939258571,"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."}}