{"id":"W2298971949","doi":"","title":"Field trials of subsurface chaotic advection: Stirred reactive reservoirs","year":2014,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aquifer; Advection; Geology; Mechanics; Chaotic mixing; Groundwater flow; MODFLOW; Laminar flow; Groundwater; Mixing (physics); Porous medium; Plume; Geotechnical engineering; Soil science; Environmental science; Porosity; Meteorology; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009215815,0.00060423,0.0004593758,0.000436819,0.0005439213,0.0005281334,0.001108583,0.0009028664,0.001704391],"category_scores_gemma":[0.001375102,0.0002612601,0.0004495997,0.0004368494,0.0005598118,0.0006026183,0.0006180745,0.0008575963,0.0002078641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009740016,"about_ca_system_score_gemma":0.0006975915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519983,"about_ca_topic_score_gemma":0.002927643,"domain_scores_codex":[0.9996843,0.00007818778,0.00002751096,0.0000736924,0.0000753054,0.00006090751],"domain_scores_gemma":[0.9989372,0.000425883,0.0001790108,0.0001106284,0.0002167846,0.0001305504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0124527,0.01184384,0.0178704,0.0009924563,0.0001685275,0.001248645,0.000979183,0.3810628,0.512777,0.004057347,0.001775389,0.05477176],"study_design_scores_gemma":[0.003870823,0.09046106,0.01006231,0.00006910573,0.0001584254,0.0002216941,0.0006477662,0.3480044,0.5384081,0.001680548,0.006238909,0.0001768781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927932,0.00003814487,0.005575252,0.0000483808,0.00001487991,0.0003571135,0.0001948982,0.00009294161,0.000885185],"genre_scores_gemma":[0.992281,0.00004365913,0.006208007,0.00001361535,0.000003979296,0.0003265432,0.0001401346,0.00001010297,0.0009728959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002519983,"threshold_uncertainty_score":0.007066905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04374359556423778,"score_gpt":0.2964147283944419,"score_spread":0.2526711328302041,"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."}}