{"id":"W2049464867","doi":"10.1002/cjce.5450790617","title":"Uniform flux heat transfer in concentric laminar flow of two immiscible liquids","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laminar flow; Heat flux; Concentric; Heat transfer; Mechanics; Thermodynamics; Materials science; Flux (metallurgy); Viscosity; Flow (mathematics); Physics; Geometry; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002296934,0.0001615396,0.0003087087,0.0002144439,0.00002157815,0.00001881208,0.0002815776,0.00009610205,0.0001422566],"category_scores_gemma":[0.00001850136,0.0001340232,0.0001193757,0.0004548997,0.00004639118,0.0001167385,0.000003298948,0.0004436641,0.000003818069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002540584,"about_ca_system_score_gemma":0.0001697339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006550182,"about_ca_topic_score_gemma":0.0006554048,"domain_scores_codex":[0.9988866,0.00000782617,0.0004528563,0.00006840575,0.0001624368,0.0004218975],"domain_scores_gemma":[0.9994141,0.00005453222,0.000004924848,0.0001337305,0.00005987091,0.0003328567],"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":[0.00002614479,0.00001192692,0.0005237907,0.0001039504,0.00006785038,0.0001878646,0.0008520895,0.4657672,0.5307361,0.0008185431,0.0002286018,0.0006759568],"study_design_scores_gemma":[0.00194177,0.00007988147,0.000281106,0.0003787714,0.00006001673,0.0004319989,0.00002927224,0.1609597,0.8306459,0.00007044154,0.004761181,0.0003599247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926105,0.001706518,0.004493771,0.0001840492,0.0002703348,0.00008048297,0.000008641548,0.00001886021,0.0006268611],"genre_scores_gemma":[0.9994645,0.0000568737,0.00023806,0.00002337511,0.0001591889,0.000002003121,0.000002090842,0.00003409412,0.00001985903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3048075,"threshold_uncertainty_score":0.5465308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00723623789722562,"score_gpt":0.1849702946275122,"score_spread":0.1777340567302866,"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."}}