{"id":"W1989687962","doi":"10.1615/ichmt.2008.cht.2030","title":"INSTABILITY OF FLUID AND THERMAL FRONTS IN NON-ISOTHERMAL FLOWS IN HOMOGENEOUS POROUS MEDIA","year":2008,"lang":"en","type":"article","venue":"","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Viscous fingering; Lewis number; Porous medium; Instability; Thermodynamics; Mechanics; Isothermal process; Convection; Heat transfer; Viscosity; Fluid dynamics; Dimensionless quantity; Péclet number; Materials science; Mass transfer; Porosity; Physics","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":[0.0001906142,0.0002504526,0.0002615197,0.0006336083,0.000291616,0.0005062423,0.000227033,0.0002817559,0.0002729375],"category_scores_gemma":[0.000980077,0.0001525292,0.0002294551,0.0002134573,0.0008397144,0.0005267384,0.0003636617,0.0002024334,0.00004070871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004334629,"about_ca_system_score_gemma":0.0002093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129076,"about_ca_topic_score_gemma":0.000545755,"domain_scores_codex":[0.999889,0.00001893507,0.000006447568,0.00002139176,0.0000379755,0.00002623654],"domain_scores_gemma":[0.9995976,0.0001793203,0.0001327487,0.00001806973,0.00003465977,0.00003761131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004765256,0.0001927132,0.008164452,0.0001648876,0.00003923438,0.001009392,0.000390038,0.2205157,0.7407515,0.01172909,0.000105482,0.01646102],"study_design_scores_gemma":[0.00002780196,0.0001339699,0.009434982,0.000007038666,0.00001182506,0.0002061619,0.00007134066,0.8613144,0.1259045,0.002646471,0.0002128399,0.00002866846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982523,0.0001459622,0.01631195,0.00002736638,0.000004199185,0.00001421261,0.00001483845,0.00005529701,0.0009033211],"genre_scores_gemma":[0.9978816,0.00004359741,0.001779916,0.00000412278,0.000002519756,0.000004530666,0.000006756032,0.000003656401,0.000273282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001129076,"threshold_uncertainty_score":0.003144979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007881218683353517,"score_gpt":0.1951997796541094,"score_spread":0.1873185609707559,"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."}}