{"id":"W7090328029","doi":"10.1109/access.2025.3620719","title":"Electric Vehicle Load Forecasting in Rural Areas: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"IEEE Access","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Standardization; Documentation; Work (physics); Resilience (materials science); Psychological resilience; Rural area","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006345553,0.0009384187,0.002509593,0.009547248,0.0004003896,0.001931024,0.001288,0.001258672,0.003114359],"category_scores_gemma":[0.04073835,0.0006387517,0.00370829,0.01066471,0.0004647938,0.002227297,0.0009767518,0.0007734535,0.0003492784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824438,"about_ca_system_score_gemma":0.01125386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150299,"about_ca_topic_score_gemma":0.02779949,"domain_scores_codex":[0.9961892,0.001237283,0.001405747,0.0003526566,0.0007205009,0.00009466439],"domain_scores_gemma":[0.9628717,0.03040205,0.003470221,0.0005186279,0.002556831,0.0001805098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001139223,0.00003506827,0.001972432,0.8096002,0.002793688,0.0001354181,0.0004355735,0.0006485136,0.0001573084,0.0007513016,0.004197415,0.1791591],"study_design_scores_gemma":[0.00006403246,0.0001438277,0.005358423,0.9251072,0.01346334,0.0003266713,0.0006524541,0.0004237859,0.0002011439,0.0007423398,0.05347206,0.00004451786],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001997423,0.9945012,0.0009730291,0.0005510903,0.0001611031,0.0002313588,0.0009892894,0.00001713953,0.0005783183],"genre_scores_gemma":[0.01636429,0.9812216,0.001313013,0.0002568027,0.00005825144,0.0002944606,0.0003934078,0.000006254167,0.00009192343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01150299,"threshold_uncertainty_score":0.03355891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685741274000251,"score_gpt":0.2581276519174699,"score_spread":0.2412702391774674,"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."}}