{"id":"W1911470445","doi":"10.4271/2010-01-0326","title":"Experiments of Ethylene Glycol-water Mixture in Multi-port Circular Straight Microchannel Slab","year":2010,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Sichuan University of Science and Engineering","keywords":"Ethylene glycol; Microchannel; Slab; Port (circuit theory); Materials science; Chemical engineering; Mechanical engineering; Structural engineering; Engineering; Nanotechnology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000456883,0.0005766673,0.0004792911,0.0002799949,0.0003509531,0.0002868166,0.0005356218,0.0004295193,0.001303184],"category_scores_gemma":[0.0004851859,0.0002409491,0.0004088431,0.0004285966,0.0003056836,0.0005013092,0.0003756572,0.0007411226,0.0002121368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003469399,"about_ca_system_score_gemma":0.0004449957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00270328,"about_ca_topic_score_gemma":0.002329906,"domain_scores_codex":[0.9996625,0.00003139481,0.00001926244,0.00009322277,0.0001099867,0.00008355965],"domain_scores_gemma":[0.9996518,0.0001114097,0.00006126731,0.00003308854,0.00009942124,0.0000430543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002424099,0.00006658184,0.0001984439,0.00007871458,0.000006660778,0.00004014003,0.00006364333,0.0005319144,0.9973354,0.0001366098,0.00006996895,0.001229509],"study_design_scores_gemma":[0.00001610271,0.0003699506,0.0007344895,0.000004864186,0.00001028108,0.00001937232,0.00003255612,0.003922211,0.9945002,0.00002728974,0.0003525671,0.0000100986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936831,0.0005534749,0.004011404,0.00009160498,0.00003851973,0.00004748689,0.0003005689,0.0001753099,0.001098612],"genre_scores_gemma":[0.9896711,0.0006789184,0.007691312,0.00004060857,0.00001661887,0.00007013307,0.0002081993,0.000038589,0.00158465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00270328,"threshold_uncertainty_score":0.005375147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425340544677512,"score_gpt":0.2503843499877809,"score_spread":0.2361309445410057,"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."}}