{"id":"W4403524226","doi":"10.1016/j.ijmultiphaseflow.2024.105035","title":"Lattice Boltzmann modeling of forced imbibition dynamics in dual-wetted porous media","year":2024,"lang":"en","type":"article","venue":"International Journal of Multiphase Flow","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China; China Scholarship Council; China University of Petroleum, Beijing; National Natural Science Foundation of China","keywords":"Imbibition; Lattice Boltzmann methods; Porous medium; Porosity; Dual (grammatical number); Mechanics; Materials science; Dynamics (music); Physics; 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":[0.0002592707,0.0003400698,0.0007185257,0.0004645346,0.0005833785,0.001344307,0.001144986,0.001464698,0.001599564],"category_scores_gemma":[0.001171536,0.0004067283,0.0005400517,0.0003987975,0.001117769,0.001258874,0.0008556324,0.0007893021,0.0001819671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008984951,"about_ca_system_score_gemma":0.001251234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01659687,"about_ca_topic_score_gemma":0.006614612,"domain_scores_codex":[0.9998329,0.00003503542,0.000007946014,0.00002643644,0.00004074535,0.00005686778],"domain_scores_gemma":[0.9995357,0.0002203875,0.00006213666,0.00002966276,0.00007743925,0.00007478425],"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":[0.00006240069,0.00006963716,0.0007016339,0.00002059423,0.00001117037,0.00007536598,0.00003111769,0.9876101,0.003782094,0.006406103,0.00009168109,0.001138114],"study_design_scores_gemma":[0.000004269718,0.000003615371,0.00004491117,7.154159e-7,7.684059e-7,0.000002574777,0.000004146411,0.9994436,0.0002309446,0.0002377769,0.00002480678,0.000001810454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8728473,0.0003759208,0.1092109,0.0006125606,0.0001704443,0.00007049258,0.0002495223,0.000167435,0.01629544],"genre_scores_gemma":[0.9898811,0.00011225,0.006244325,0.00004756667,0.00001586762,0.00003828652,0.00007172632,0.00002497711,0.003564056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01659687,"threshold_uncertainty_score":0.03300047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920092697732927,"score_gpt":0.2829890204599984,"score_spread":0.2637880934826691,"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."}}