{"id":"W2469743525","doi":"10.1063/1.4954232","title":"Investigation on dip coating process by mathematical modeling of non-Newtonian fluid coating on cylindrical substrate","year":2016,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coating; Newtonian fluid; Rheology; Non-Newtonian fluid; Viscosity; Surface tension; Mechanics; Substrate (aquarium); Physics; Composite material; Optics; Thermodynamics; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001936058,0.0002181716,0.0003301068,0.00005071735,0.0000460267,0.00001645507,0.0001937314,0.00009591573,0.00001122832],"category_scores_gemma":[0.00007452005,0.0001748886,0.0000823511,0.0001761568,0.00007193819,0.0001525295,0.0000232286,0.0001537832,0.00002957677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004525883,"about_ca_system_score_gemma":0.00002696719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006212285,"about_ca_topic_score_gemma":3.497726e-7,"domain_scores_codex":[0.9986318,0.00001728003,0.000510246,0.0002124423,0.0003744866,0.0002537788],"domain_scores_gemma":[0.9992941,0.0001593612,0.00007840301,0.0002664597,0.0001111146,0.00009058314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001838699,0.0000685669,0.0001400888,0.0003454929,0.00003415145,5.950942e-7,0.0005197098,0.117087,0.8689685,0.01102241,0.00004828252,0.001746828],"study_design_scores_gemma":[0.0002672281,0.0001079899,0.00001486949,0.0004606089,0.0000115688,3.372146e-7,0.00002095843,0.7046267,0.2848637,0.009482562,7.348035e-7,0.000142672],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8505153,0.00001619064,0.1460452,0.00004736916,0.00006276326,0.0001401342,0.00003846948,0.00007485709,0.003059753],"genre_scores_gemma":[0.9974569,0.00000953399,0.002331102,0.00001673357,0.0000730115,0.00001577728,0.0000164876,0.00005609399,0.00002437747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5875397,"threshold_uncertainty_score":0.7131751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165001321812448,"score_gpt":0.232850955812828,"score_spread":0.2112009425947035,"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."}}