{"id":"W4287371187","doi":"10.48550/arxiv.2101.09535","title":"Dispersion of a fluid plume during radial injection in an aquifer","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aquifer; Dispersion (optics); Plume; Mechanics; Intersection (aeronautics); Position (finance); Fluid dynamics; Flow (mathematics); Field (mathematics); Porous medium; Rotational symmetry; Flow velocity; Geology; Porosity; Groundwater; Materials science; Geotechnical engineering; Physics; Engineering; Mathematics; Thermodynamics; Optics","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":[0.0001651204,0.0003781999,0.0002631861,0.0003632391,0.0004163453,0.0006113077,0.0005262761,0.0006732794,0.0004470902],"category_scores_gemma":[0.000502759,0.00019167,0.0002466175,0.0003148405,0.0009091335,0.0005164568,0.0007060859,0.0003430319,0.00006677578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301337,"about_ca_system_score_gemma":0.0007461481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01623764,"about_ca_topic_score_gemma":0.005914295,"domain_scores_codex":[0.9999199,0.00001515252,0.000003522702,0.00001719336,0.00002060362,0.00002361092],"domain_scores_gemma":[0.9998807,0.00004355035,0.00003665363,0.000005158922,0.00001870757,0.00001521731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002832197,0.0001238707,0.007151064,0.00004867641,0.000014127,0.0009319601,0.0002160317,0.9025988,0.07229276,0.01033264,0.0002122937,0.005794574],"study_design_scores_gemma":[0.00002288919,0.00009939785,0.001097472,0.000004050057,0.000005330543,0.00008841824,0.00005794785,0.9914802,0.006025445,0.0009037314,0.0002006403,0.00001455362],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384932,0.0001464215,0.05600253,0.000285353,0.00001391045,0.00005130163,0.0001515974,0.0001685771,0.004687045],"genre_scores_gemma":[0.994932,0.00006849167,0.00279872,0.00001963742,0.000003784048,0.00001831062,0.00003284913,0.00001096406,0.002115228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01623764,"threshold_uncertainty_score":0.03228629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623058908535972,"score_gpt":0.1708726183029637,"score_spread":0.144642029217604,"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."}}