{"id":"W2160659307","doi":"10.4271/2003-01-2215","title":"Experimental Study and Thermal Modeling of an Automobile Driver with a Heated and Ventilated Seat","year":2003,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transient (computer programming); Thermal; Automotive engineering; Car seat; Car model; Thermal comfort; Simulation; Computer science; Environmental science; Engineering; Meteorology; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002186477,0.0004353817,0.0005227199,0.0001643511,0.0002199719,0.00008293147,0.0002421538,0.0003396675,0.0001174915],"category_scores_gemma":[0.00006036722,0.00035171,0.0000709416,0.0003577997,0.0005124275,0.0004352758,0.00009720358,0.0005098963,0.000003666985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007600174,"about_ca_system_score_gemma":0.00002404578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001227763,"about_ca_topic_score_gemma":0.00219267,"domain_scores_codex":[0.9981151,0.00008056749,0.0004972517,0.0005703659,0.0003496424,0.0003870445],"domain_scores_gemma":[0.9990906,0.00005872192,0.00006142752,0.0005820736,0.00005156184,0.0001556674],"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":[0.0001014499,0.0004430726,0.0002792137,0.00002087014,0.00005813979,0.00003058104,0.0001224902,0.00180095,0.9947933,0.001809119,0.00003144661,0.0005093517],"study_design_scores_gemma":[0.002881785,0.008197835,0.9625571,0.000291117,0.0001409558,0.0002193073,0.002702194,0.0001601777,0.02014725,0.0006222848,0.0007995188,0.001280466],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923488,0.0003325239,0.000002704794,0.00007679311,0.00004133421,0.0007302103,0.00001225823,0.002689658,0.003765712],"genre_scores_gemma":[0.9971645,0.00005386694,0.002386128,0.00006505825,0.00001123548,0.0001958707,0.00001582281,0.00007504723,0.0000324579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9746461,"threshold_uncertainty_score":0.9998935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009943995196993075,"score_gpt":0.2332782998029344,"score_spread":0.2233343046059413,"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."}}