{"id":"W2238501139","doi":"10.4271/2010-01-1932","title":"Feasibility Study of a Heavy-duty Tractor - Motorized Semi-trailer Hybrid Electric Combination","year":2010,"lang":"en","type":"article","venue":"SAE International journal of commercial vehicles","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations","funders":"","keywords":"Heavy duty; Automotive engineering; Trailer; Tractor; Engineering; Environmental science; Marine 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005184237,0.0001471971,0.0002907506,0.0002514668,0.0000560012,0.00004168543,0.0004960827,0.00007077491,0.0001440003],"category_scores_gemma":[0.0001057043,0.0001320058,0.0001317342,0.0001608598,0.00003106491,0.0003662042,0.00003286354,0.0006444692,0.000004380738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008259364,"about_ca_system_score_gemma":0.00006571447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003559188,"about_ca_topic_score_gemma":0.000079285,"domain_scores_codex":[0.9983839,0.00005678568,0.0006988545,0.0000984653,0.0006075815,0.0001543852],"domain_scores_gemma":[0.9987535,0.0001345345,0.0002627413,0.0001568939,0.0005861257,0.000106169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008448361,0.00340539,0.1599308,0.00003917816,0.0003852197,0.00004107448,0.00136043,0.001164171,0.7331979,0.0001402982,0.001925181,0.09756555],"study_design_scores_gemma":[0.003343034,0.0005745776,0.9496275,0.00005789551,0.00004042362,0.00009549251,0.0001359589,0.005322074,0.03737994,0.0005062399,0.002725158,0.0001916791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971166,0.00007339929,0.0001469597,0.0001996675,0.001946732,0.000171884,0.0000181514,0.00003136857,0.0002952495],"genre_scores_gemma":[0.9991601,0.00005182292,0.0001923144,0.00002850898,0.0005254581,0.000003619462,0.000004192566,0.00001996256,0.0000140538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7896968,"threshold_uncertainty_score":0.5383042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670710196529078,"score_gpt":0.2789992735752848,"score_spread":0.262292171609994,"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."}}