{"id":"W4318218909","doi":"10.1051/e3sconf/202336601017","title":"Evaluation of the interFoam solver in the prediction of immiscible two-phase flow in imbibition and drainage on the pore-doublet system","year":2023,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Hibernia Management and Development Company; Natural Sciences and Engineering Research Council of Canada; Mitacs; Petroleum Research Newfoundland and Labrador","keywords":"Imbibition; Capillary action; Wetting; Mechanics; Contact angle; Multiphase flow; Flow (mathematics); Solver; Displacement (psychology); Scale (ratio); Materials science; Drainage; Surface tension; Geology; Geotechnical engineering; Composite material; Computer science; Physics; Thermodynamics","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":[0.0006762919,0.0007741451,0.0007296455,0.0004088474,0.0004500774,0.0007103271,0.0008138988,0.0009885574,0.001477868],"category_scores_gemma":[0.001694147,0.0002004596,0.0004936085,0.0002975678,0.0004399339,0.0004971197,0.0007064884,0.0006850237,0.000125464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004708217,"about_ca_system_score_gemma":0.001273029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009397752,"about_ca_topic_score_gemma":0.005393426,"domain_scores_codex":[0.9998017,0.00005282807,0.00001295142,0.00002233268,0.00006719182,0.00004295649],"domain_scores_gemma":[0.9992169,0.000469148,0.00007303067,0.00003135066,0.0001370923,0.00007243318],"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":[0.0003221769,0.0002502246,0.009129538,0.0002491493,0.00004565781,0.0003801566,0.0001464564,0.9424949,0.01307526,0.004815204,0.0008338037,0.0282575],"study_design_scores_gemma":[0.000007173842,0.00003401685,0.0001659392,0.000003931451,0.000001633038,0.000008807934,0.00001529543,0.9984685,0.001057389,0.00008335389,0.0001511498,0.000002821006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834063,0.0006409319,0.1023176,0.0003906028,0.0001164773,0.0001338775,0.0003405306,0.001076013,0.01157768],"genre_scores_gemma":[0.9395499,0.0001721474,0.0581265,0.00006619794,0.00001447508,0.00007975407,0.0002784407,0.0001062363,0.001606326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009397752,"threshold_uncertainty_score":0.01868612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06495407154239252,"score_gpt":0.302158072274765,"score_spread":0.2372040007323725,"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."}}