{"id":"W1968363812","doi":"10.1007/s11242-011-9863-1","title":"Deficiency of Approximate Interblock Conductivities for Simulation of Horizontal Unsaturated Flow","year":2011,"lang":"en","type":"article","venue":"Transport in Porous Media","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hydraulic conductivity; Soil water; Wetting; Function (biology); Mathematics; Hydrogeology; Flow (mathematics); Geometry; Geology; Thermodynamics; Soil science; Mineralogy; Physics; Geotechnical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001072418,0.0001433839,0.0002922466,0.0001327009,0.000009422117,0.000001354266,0.0001039068,0.0001214671,0.00003145435],"category_scores_gemma":[0.00001404319,0.0001348588,0.00006277767,0.0002081649,0.00005429169,0.0001284351,0.000002241554,0.0001078556,6.713126e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001963712,"about_ca_system_score_gemma":0.00002154248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008506497,"about_ca_topic_score_gemma":0.0001773591,"domain_scores_codex":[0.9991378,0.000007432894,0.0004181167,0.000124226,0.000115876,0.0001966003],"domain_scores_gemma":[0.9996483,0.00006731841,0.00005686971,0.0001274181,0.00006598207,0.0000341138],"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":[0.002130993,0.001221527,0.04850673,0.004359418,0.0003506048,0.00008269597,0.1694173,0.5781882,0.1363167,0.002590034,0.00009623641,0.05673954],"study_design_scores_gemma":[0.003329937,0.0004974476,0.04761669,0.0003559398,0.000156665,0.00001061237,0.003511714,0.5343262,0.4073679,0.002013106,0.00004711274,0.0007666461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991441,0.000274556,0.006261762,0.000001387381,0.000504076,0.0002319381,0.00009362292,0.00009688891,0.001094769],"genre_scores_gemma":[0.9979641,0.00002575954,0.001850839,0.000002022625,0.00002290316,0.00001844469,0.00008308549,0.00002742699,0.000005368455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2710512,"threshold_uncertainty_score":0.5499382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758692287697738,"score_gpt":0.2184828459513649,"score_spread":0.1908959230743875,"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."}}