{"id":"W4401866883","doi":"10.23977/jeeem.2024.070218","title":"A Study on the Impact of Driving Quality on the Energy Consumption of Plug-in Hybrid Electric Vehicles (PHEV)","year":2024,"lang":"en","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive engineering; Energy consumption; Plug-in; Quality (philosophy); Consumption (sociology); Spark plug; Fuel efficiency; Hybrid vehicle; Energy (signal processing); Green vehicle; Environmental science; Engineering; Computer science; Electrical engineering; Mechanical engineering; Power (physics); Mathematics","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":[0.00109829,0.0002205837,0.0003782481,0.001096683,0.00003011643,0.00002527627,0.0003466336,0.00008174436,0.000004283653],"category_scores_gemma":[0.0001400627,0.000134671,0.0001339271,0.001078827,0.00003499246,0.00003721284,0.00004303331,0.001092992,0.000001089668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002739774,"about_ca_system_score_gemma":0.00002259642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001028254,"about_ca_topic_score_gemma":9.031273e-7,"domain_scores_codex":[0.9984509,0.00006879854,0.0005551005,0.0001654896,0.0003486034,0.0004111137],"domain_scores_gemma":[0.9988616,0.0007201276,0.00007770037,0.0002632486,0.00003494534,0.00004242346],"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":[0.0001447633,0.0005183244,0.0004874137,0.0003756527,0.002142166,0.0002535092,0.0001102965,0.5711119,0.2347974,0.1560898,0.0008747934,0.03309394],"study_design_scores_gemma":[0.001165082,0.004966049,0.0280799,0.0006520925,0.0001454611,0.0001797861,0.00007072309,0.6791387,0.2830392,0.00166886,0.000392302,0.0005018522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872017,0.001797291,0.01013814,0.0002969642,0.00004654323,0.0002990805,7.692642e-7,0.0001151322,0.0001044118],"genre_scores_gemma":[0.9982141,0.001609246,0.00005485781,0.000006722274,0.00002681626,0.00004345779,1.986202e-7,0.00003493354,0.000009705259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.154421,"threshold_uncertainty_score":0.5491726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442701951257186,"score_gpt":0.2748374394058686,"score_spread":0.2604104198932968,"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."}}