{"id":"W2142098279","doi":"10.1115/ht2012-58353","title":"A Feasibility Study of Auxiliary HVAC Systems for Reducing Idling Time of Long Haul Trucks","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Truck; Automotive engineering; Alternator; Battery (electricity); Fuel efficiency; HVAC; Engineering; Energy storage; Gas compressor; Air conditioning; Energy consumption; Waste management; Environmental science; Electrical engineering; Power (physics); Mechanical 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":[0.0004404053,0.0004092226,0.0003376371,0.0004714147,0.0004747692,0.000505928,0.0005792662,0.0003486951,0.004454531],"category_scores_gemma":[0.000739129,0.0001487329,0.0002412068,0.0001909735,0.000177904,0.0004825334,0.0002132485,0.0002885294,0.0004373932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003987297,"about_ca_system_score_gemma":0.00063612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414973,"about_ca_topic_score_gemma":0.002858715,"domain_scores_codex":[0.999799,0.00005492046,0.000009282086,0.00002206873,0.00008345032,0.00003132211],"domain_scores_gemma":[0.9995807,0.0001194498,0.00003601872,0.00003272546,0.0001899416,0.00004118459],"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":[0.006286698,0.001298068,0.008623737,0.001408044,0.00006642201,0.0006450462,0.0005517642,0.04831672,0.7192043,0.002729552,0.001993795,0.2088758],"study_design_scores_gemma":[0.0009611697,0.02794683,0.04664405,0.0001378983,0.0002993415,0.0009046294,0.001713426,0.2515357,0.6386541,0.001473367,0.02960934,0.0001201135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705184,0.0004804383,0.01936701,0.0001281936,0.00004503869,0.0003194515,0.0001462719,0.0002368557,0.008758362],"genre_scores_gemma":[0.9903599,0.0002092106,0.00654936,0.00001465987,0.000009028717,0.00004836834,0.00008234577,0.00001108036,0.00271608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004454531,"threshold_uncertainty_score":0.01490188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321989773175897,"score_gpt":0.3182986891181263,"score_spread":0.2750787913863673,"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."}}