{"id":"W2065240700","doi":"10.1021/ie050149p","title":"Modeling of Deposit Formation from “Waxy” Mixtures via Moving Boundary Formulation:  Radial Heat Transfer under Static and Laminar Flow Conditions","year":2005,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Laminar flow; Heat transfer; Eutectic system; Thermodynamics; Materials science; Mechanics; Boundary layer; Heat transfer coefficient; Flow (mathematics); Steady state (chemistry); Chemistry; Composite material","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":[0.0002942774,0.0005248239,0.0005108714,0.0002485669,0.000383738,0.0006685838,0.0007831014,0.0008518712,0.001032571],"category_scores_gemma":[0.0005481189,0.0004668587,0.0005271158,0.0001529099,0.0005705389,0.0007274772,0.0004210287,0.0004928913,0.0002253336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005854002,"about_ca_system_score_gemma":0.0008967611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004249075,"about_ca_topic_score_gemma":0.001630123,"domain_scores_codex":[0.9999161,0.00001693242,0.000004553961,0.00001604861,0.00003185726,0.00001452024],"domain_scores_gemma":[0.9998658,0.00006593259,0.00002570619,0.00001008426,0.00002315121,0.000009343047],"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":[0.00003344149,0.0000215083,0.0003533106,0.00008266145,0.000007860491,0.0001113162,0.00006625464,0.94392,0.04270891,0.009340174,0.0001134137,0.003241137],"study_design_scores_gemma":[0.000004665539,0.000009457169,0.00007057473,0.000002615498,0.00000213862,0.00001528679,0.000005269543,0.9943328,0.004916374,0.0003974028,0.0002399219,0.00000354244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2300849,0.0004836725,0.7604316,0.0002459671,0.00005924177,0.0001068304,0.0001626242,0.0003151732,0.008110097],"genre_scores_gemma":[0.9152476,0.0005775331,0.07674737,0.00003156974,0.00002047365,0.0001831114,0.0001381574,0.00008398317,0.006970141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004249075,"threshold_uncertainty_score":0.00844866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073578493044926,"score_gpt":0.2909519240118732,"score_spread":0.2502161390814239,"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."}}