{"id":"W2069604222","doi":"10.1016/j.ces.2008.12.019","title":"Modeling non-Newtonian slurry convection in a vertical fracture","year":2008,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Settling; Mechanics; Newtonian fluid; Viscoelasticity; Fracture (geology); Convection; Slurry; Particle (ecology); Materials science; Rheology; Geotechnical engineering; Thermodynamics; Geology; Composite material; 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":[0.0003970912,0.0005934188,0.000872636,0.0005322957,0.0008622208,0.001496392,0.001472638,0.003042255,0.001253552],"category_scores_gemma":[0.001508064,0.0007563366,0.0008958508,0.0004127066,0.001744156,0.0009928301,0.001095638,0.001205521,0.0001286099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429321,"about_ca_system_score_gemma":0.001479777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03582366,"about_ca_topic_score_gemma":0.01562584,"domain_scores_codex":[0.9998566,0.00002655862,0.00001064999,0.00003336418,0.00002516717,0.00004775239],"domain_scores_gemma":[0.9993149,0.0004186545,0.00007568861,0.00003384946,0.00005999981,0.00009693655],"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":[0.00007462204,0.00007854158,0.001367979,0.00001643283,0.00001433219,0.00008398852,0.00002060556,0.9938403,0.002017712,0.001574943,0.00005536609,0.0008552771],"study_design_scores_gemma":[0.00001587681,0.00001555018,0.0002046042,0.000001209716,0.000003131183,0.000005186643,0.000008170224,0.9992462,0.0002532845,0.0002163911,0.00002697857,0.000003283038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706191,0.0002479253,0.02458599,0.0003632203,0.00007138599,0.00003932546,0.0001119293,0.0001086704,0.003852397],"genre_scores_gemma":[0.9944818,0.00007912677,0.003617839,0.00003570716,0.00001988603,0.00001757654,0.00004559273,0.00001796889,0.001684486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03582366,"threshold_uncertainty_score":0.07123023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006602890723779381,"score_gpt":0.1914276392238065,"score_spread":0.1848247485000271,"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."}}