{"id":"W2789234827","doi":"10.1149/08301.0127ecst","title":"Numerical Study of Droplet Impact on Inclined Surface: Viscosity Effects","year":2018,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Viscosity; Mechanics; Proton exchange membrane fuel cell; Materials science; Flow (mathematics); Computer simulation; Contact angle; Two-phase flow; Boundary value problem; Simulation; Fuel cells; Composite material; Engineering; Physics; Chemical engineering","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":[0.0002498714,0.0003841639,0.0004566967,0.000395946,0.0005303505,0.0005734775,0.0004446566,0.001044206,0.001609136],"category_scores_gemma":[0.001260159,0.0001776767,0.000423889,0.0003924913,0.0005848453,0.0005980016,0.0004546094,0.0005404186,0.0001113857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004391546,"about_ca_system_score_gemma":0.0004711414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006044467,"about_ca_topic_score_gemma":0.002415091,"domain_scores_codex":[0.9998449,0.00002066879,0.00001185552,0.00002741234,0.00005352181,0.00004167889],"domain_scores_gemma":[0.9995013,0.0002439928,0.00008054012,0.00003631177,0.00009819317,0.00003963793],"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":[0.0002817487,0.0002512491,0.007652862,0.0002332307,0.00004602537,0.001174131,0.0003267147,0.8912822,0.07944125,0.006665559,0.0007114325,0.01193362],"study_design_scores_gemma":[0.00001180604,0.00003971724,0.0006199889,0.000004387679,0.000005326873,0.00002836109,0.00003587551,0.9951186,0.003716125,0.0002103072,0.0002011316,0.000008332159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599779,0.0005231759,0.02821673,0.0004478248,0.0001076086,0.00007518628,0.0002375909,0.0001653337,0.01024877],"genre_scores_gemma":[0.9906955,0.0001463127,0.007806305,0.00003241054,0.00001010339,0.00002849569,0.00008196422,0.0000179502,0.00118086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006044467,"threshold_uncertainty_score":0.01201856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760664917543281,"score_gpt":0.3016739313761037,"score_spread":0.2840672822006708,"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."}}