{"id":"W2300340011","doi":"10.1007/s11242-016-0667-1","title":"Filling Box Flows in an Axisymmetric Porous Medium","year":2016,"lang":"en","type":"article","venue":"Transport in Porous Media","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Carbon Management Canada","keywords":"Plume; Buoyancy; Mechanics; Gravity current; Porous medium; Physics; Rotational symmetry; Reynolds number; Geometry; Geology; Thermodynamics; Porosity; Mathematics; Geotechnical engineering; Turbulence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004851745,0.0002034904,0.0002848548,0.0001983736,0.00004795949,0.000008505597,0.0002936797,0.0001036255,0.0011203],"category_scores_gemma":[0.00003046807,0.0001472472,0.0000402923,0.000569806,0.0001148127,0.0004421913,0.00002836468,0.0001284253,0.0002608899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090897,"about_ca_system_score_gemma":0.00001671251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248187,"about_ca_topic_score_gemma":0.0323907,"domain_scores_codex":[0.9980857,0.00004579308,0.0004691574,0.0004434869,0.0004757229,0.0004801171],"domain_scores_gemma":[0.9994313,0.0001100838,0.00006096425,0.0002570749,0.00001038393,0.0001301877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002752682,0.0001603452,0.8896319,0.000005857641,0.000004369817,0.0002379514,0.004167492,0.00004187706,0.002983467,0.00002542212,0.00005890306,0.1026549],"study_design_scores_gemma":[0.001061588,0.00006310584,0.9943465,0.00003350142,0.000009068985,0.000007251886,0.0003381308,0.00002669598,0.001099728,0.0002088608,0.002542388,0.0002632051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995741,0.0001122344,0.001642694,0.0004394328,0.0003793972,0.0001921959,0.00001631085,0.00005838798,0.001418398],"genre_scores_gemma":[0.9983627,0.0001129924,0.0004183192,0.0001732318,0.0000631639,0.00005030673,0.0000221679,0.0000222389,0.0007748638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1047146,"threshold_uncertainty_score":0.9997928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150859559766144,"score_gpt":0.2229988659968634,"score_spread":0.207912910020249,"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."}}