{"id":"W2990656044","doi":"10.1002/cjce.23680","title":"Influence of outlet orientation and variable tube length on high temperature zones of U‐tube trisection helical baffle electric heaters","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Baffle; Bundle; Tube (container); Mechanics; Materials science; Nozzle; Tangent; Position (finance); Geometry; Heat transfer; Mathematics; Thermodynamics; Physics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002402522,0.0002123189,0.0001826339,0.0001936289,0.000186137,0.0003440457,0.0002115061,0.0001834472,0.000602434],"category_scores_gemma":[0.0005233762,0.0001329922,0.0001877926,0.0002020262,0.0002896131,0.0002055199,0.0001888259,0.0001383027,0.00006531716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002941063,"about_ca_system_score_gemma":0.0001619826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007981034,"about_ca_topic_score_gemma":0.0008733976,"domain_scores_codex":[0.9999138,0.00001912608,0.000005516907,0.00001472329,0.00002256468,0.00002431677],"domain_scores_gemma":[0.9997887,0.00007869268,0.0000661639,0.00002216803,0.00002618831,0.00001809861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009292189,0.000118625,0.01190182,0.0001507917,0.0000364047,0.0001260576,0.0001363493,0.4999889,0.4700049,0.001619223,0.000146622,0.01484092],"study_design_scores_gemma":[0.00008253766,0.001000473,0.01269832,0.0000180163,0.00007233168,0.00004474341,0.0001268077,0.6026486,0.3821992,0.0002081491,0.0008705314,0.00003028169],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944125,0.00005004236,0.004761844,0.00000856926,0.000004487879,0.000005571392,0.00001660866,0.00003257558,0.000707866],"genre_scores_gemma":[0.9988661,0.00001697331,0.001019771,0.000001503685,5.138465e-7,0.000003358945,0.00000813723,0.000003773446,0.00007992969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007981034,"threshold_uncertainty_score":0.002133906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002948101050484241,"score_gpt":0.1665722515755486,"score_spread":0.1636241505250644,"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."}}