{"id":"W4379260776","doi":"10.1016/j.compfluid.2023.105946","title":"A contact line force model for the simulation of drop impacts on solid surfaces using volume of fluid methods","year":2023,"lang":"en","type":"article","venue":"Computers & Fluids","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ministerio de Universidades; Faculty of Science and Engineering, University of Manchester; Universidad Politécnica de Cartagena; Ministerio de Ciencia e Innovación; Universidad Nacional de Educación a Distancia; Federación Española de Enfermedades Raras; University of Toronto; Aalborg Universitet; Agencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades","keywords":"Volume of fluid method; Mechanics; Contact angle; Wetting; Drop (telecommunication); Solid surface; Drop impact; Reynolds number; Materials science; Hysteresis; Simulation; Computer science; Physics; Mechanical engineering; Engineering; Breakup","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":[0.0003112021,0.0001598884,0.0003127046,0.0001249292,0.00005923773,0.00001843,0.000176054,0.00008171784,0.000002576201],"category_scores_gemma":[0.00002263372,0.0001312068,0.0001526107,0.0002387805,0.00002967696,0.00007786995,0.00002687034,0.0000801808,0.00000142478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004510547,"about_ca_system_score_gemma":0.00002716384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002012792,"about_ca_topic_score_gemma":0.000004105568,"domain_scores_codex":[0.9990914,0.00002607952,0.000360734,0.0001415753,0.0001358184,0.0002443334],"domain_scores_gemma":[0.9990587,0.0005201496,0.00002128427,0.0002529058,0.00009857199,0.00004843406],"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":[0.00002908727,0.000009546272,0.00002638119,0.0001212696,0.00006502913,2.279968e-7,0.000340232,0.7347208,0.2628409,0.0003153297,0.0001609268,0.001370287],"study_design_scores_gemma":[0.000436822,0.0001569727,0.0003830111,0.0000942139,0.00004849012,4.221498e-7,0.00001509824,0.9868893,0.01159103,0.0002269537,0.00003206042,0.0001256287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3423713,0.0001650404,0.6568384,0.00002464506,0.0002394976,0.0002290059,0.00003737142,0.00008067954,0.00001405703],"genre_scores_gemma":[0.9745873,0.00007893916,0.02514601,0.00003076296,0.00005154465,0.000005721894,0.00001952362,0.00004576536,0.00003438761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6322161,"threshold_uncertainty_score":0.5350458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116907504320784,"score_gpt":0.3389781072278838,"score_spread":0.287809032184676,"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."}}