{"id":"W2319433847","doi":"10.1103/physreve.87.033009","title":"Stability analysis of two-phase buoyancy-driven flow in the presence of a capillary transition zone","year":2013,"lang":"en","type":"article","venue":"Physical Review E","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Compute Canada; University of Calgary","keywords":"Buoyancy; Capillary action; Mechanics; Convection; Transition zone; Instability; Natural convection; Porous medium; Boundary layer; Thermodynamics; Materials science; Geology; Porosity; Physics; Geophysics; Geotechnical 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":[0.0002608054,0.0004354572,0.0004604353,0.0005706528,0.0006929582,0.0007816878,0.0004411686,0.0005079393,0.0008552443],"category_scores_gemma":[0.0009180511,0.0001987275,0.0004582376,0.0001980023,0.001187003,0.0003887919,0.0006904299,0.0004627101,0.0001248632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007572493,"about_ca_system_score_gemma":0.0008930758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01103547,"about_ca_topic_score_gemma":0.002538955,"domain_scores_codex":[0.9999012,0.00002134303,0.000003489248,0.00002279907,0.00002696273,0.00002426633],"domain_scores_gemma":[0.99958,0.0001657761,0.0001055218,0.00001808653,0.00008591371,0.00004465898],"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":[0.0003693817,0.00009635907,0.006362259,0.0001955839,0.0001008963,0.0007702211,0.0004289544,0.8200374,0.1151979,0.04909059,0.0007389209,0.006611506],"study_design_scores_gemma":[0.000006462872,0.00001571084,0.0003638111,0.000002689279,0.000003681439,0.0000109728,0.0000114388,0.997366,0.001275853,0.0008487555,0.00008855414,0.000006111652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884311,0.0006478273,0.1019954,0.0004762494,0.00004363151,0.00008698904,0.0001410644,0.0002570235,0.012041],"genre_scores_gemma":[0.9954469,0.0001192518,0.00276813,0.00002114184,0.00000847859,0.00003458738,0.00004355284,0.00001362637,0.001544441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103547,"threshold_uncertainty_score":0.0219425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432531226951948,"score_gpt":0.3311077745048189,"score_spread":0.3067824622352995,"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."}}