{"id":"W2066021674","doi":"10.1140/epjb/e2007-00085-7","title":"Front roughening in three-dimensional imbibition","year":2007,"lang":"en","type":"article","venue":"The European Physical Journal B","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Imbibition; Capillary action; Front (military); Porous medium; Materials science; Interface (matter); Permeability (electromagnetism); Porosity; Mechanics; Length scale; Physics; Chemistry; Capillary number; Composite material; Membrane","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120175,0.0001009709,0.00009776666,0.00004786257,0.00008283324,0.00004168912,0.0001650651,0.00001287677,0.00000973428],"category_scores_gemma":[0.0000116509,0.00006976204,0.00007216105,0.00008608741,0.00002599074,0.00009125128,0.00004163209,0.0005261784,0.000207866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005490807,"about_ca_system_score_gemma":0.000003905363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004878821,"about_ca_topic_score_gemma":0.0000233654,"domain_scores_codex":[0.9992326,0.00005025609,0.000207714,0.00007237132,0.0001825711,0.0002544099],"domain_scores_gemma":[0.9996892,0.00007702415,0.00002993648,0.0001090943,0.00001910364,0.00007559457],"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":[0.0001936763,0.0003963289,0.000940524,0.000034064,0.0001878854,0.00257152,0.003544604,0.4387911,0.2824363,0.01205124,0.01025789,0.2485949],"study_design_scores_gemma":[0.002272185,0.0002173264,0.3297951,0.0003953796,0.00005591947,0.0006728469,0.0001571859,0.5773039,0.003358677,0.08192337,0.002901857,0.0009461512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319855,0.0001229911,0.01207944,0.00005979771,0.0004325082,0.00004179648,0.000001261464,0.00006137131,0.05521534],"genre_scores_gemma":[0.9982578,0.00000465608,0.0003465675,0.00004524878,0.001253086,1.353632e-7,0.000001658806,0.00003562706,0.00005522919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3288546,"threshold_uncertainty_score":0.2844813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00798170142934246,"score_gpt":0.2048651682478602,"score_spread":0.1968834668185178,"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."}}