{"id":"W1989664041","doi":"10.1016/s0168-9274(01)00042-3","title":"A mathematical analysis for numerical well models for non-Darcy flows","year":2001,"lang":"en","type":"article","venue":"Applied Numerical Mathematics","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics; Applied mathematics; Darcy's law; Numerical analysis; Calculus (dental); Mathematical analysis; Porous medium; Porosity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003183121,0.0003128103,0.0007116171,0.00007843808,0.0002580879,0.00008664691,0.0003506959,0.0001106205,0.0006359176],"category_scores_gemma":[0.0000382684,0.0002533325,0.0003843846,0.0007103708,0.0001003196,0.0001710124,0.0001742248,0.00009702487,0.0005080036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120891,"about_ca_system_score_gemma":0.000007542282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009773494,"about_ca_topic_score_gemma":0.000004735031,"domain_scores_codex":[0.9978924,0.00001283286,0.0006006332,0.000501071,0.0004300317,0.0005630432],"domain_scores_gemma":[0.9986547,0.0005592732,0.0001559637,0.0004194747,0.00003081218,0.0001797234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00121148,0.01596047,0.006168798,0.001666338,0.007070542,0.00003630076,0.0219661,0.1318003,0.008791704,0.6497979,0.02863071,0.1268995],"study_design_scores_gemma":[0.0009269533,0.000118623,0.0003512261,0.000007573833,0.0007126272,0.000006882212,0.0006153886,0.8738821,0.0002418364,0.1075326,0.01513025,0.0004740029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01845594,0.000005443383,0.9685684,0.0002975283,0.00003610579,0.001127186,0.00001498827,0.00008728141,0.01140717],"genre_scores_gemma":[0.7889335,0.000004360382,0.2067737,0.0003056624,0.00005775511,0.001240683,0.00002476706,0.00004196892,0.002617663],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7704775,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079641139870137,"score_gpt":0.2481274553599435,"score_spread":0.2273310439612422,"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."}}