{"id":"W4235026078","doi":"10.22215/etd/2007-06357","title":"Modelling and experimental study of automotive air-conditioning systems with consideration of two-component two-phase flow","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Component (thermodynamics); Flow (mathematics); Automotive industry; Engineering; Physics; Mechanics; Aerospace engineering; Thermodynamics","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":[0.0004868808,0.0007277275,0.001115364,0.0003133585,0.00063572,0.0008424777,0.000808017,0.001037489,0.002321236],"category_scores_gemma":[0.0009178931,0.0003768354,0.0006369723,0.000258093,0.0004945066,0.0006640396,0.000348749,0.0005585126,0.0003026108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007131953,"about_ca_system_score_gemma":0.0006892111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042765,"about_ca_topic_score_gemma":0.006526295,"domain_scores_codex":[0.9997334,0.00006696138,0.00001442372,0.00005614979,0.00007849601,0.00005056564],"domain_scores_gemma":[0.9993033,0.0004387384,0.00004586038,0.00004392736,0.0001360816,0.00003210308],"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":[0.0004630397,0.0004224941,0.002542458,0.0003028261,0.00003711423,0.0001265707,0.0001254092,0.9485048,0.03921271,0.0005296841,0.0003260356,0.007406847],"study_design_scores_gemma":[0.00002419346,0.0003175526,0.001575994,0.000004374817,0.00001658842,0.00001211509,0.00004165113,0.9859844,0.01169681,0.00009111744,0.0002241714,0.0000109584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774147,0.000278815,0.01811789,0.00009066951,0.00004397123,0.00008903637,0.0001963769,0.0001594943,0.003609143],"genre_scores_gemma":[0.9969408,0.00007678996,0.001712632,0.000005141904,0.000003159475,0.00004344541,0.00006340361,0.000007521926,0.001147116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042765,"threshold_uncertainty_score":0.02073389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488214565611879,"score_gpt":0.295033701166395,"score_spread":0.2801515555102762,"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."}}