{"id":"W2131520419","doi":"10.1139/cgj-2013-0410","title":"Permeability function for unsaturated soils with different initial densities","year":2014,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permeability (electromagnetism); Soil water; Void ratio; Geotechnical engineering; Saturation (graph theory); Relative permeability; Degree of saturation; Soil science; Mathematics; Porosity; Materials science; Geology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004074542,0.0003522162,0.0002296113,0.0007399544,0.0002296742,0.0003332006,0.0004845866,0.0004235129,0.0003243155],"category_scores_gemma":[0.001446597,0.0001258196,0.0002608026,0.0005165265,0.0004659611,0.0005853242,0.0002241952,0.0002428776,0.0001085345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000820724,"about_ca_system_score_gemma":0.0005280956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004374751,"about_ca_topic_score_gemma":0.002780305,"domain_scores_codex":[0.9998668,0.00002624146,0.000007860937,0.00002136242,0.00004423463,0.00003349779],"domain_scores_gemma":[0.9995676,0.0001931881,0.00008135047,0.00002638714,0.0001177627,0.00001375802],"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":[0.0001225765,0.00009621432,0.006855486,0.0000691614,0.000009101795,0.0001773586,0.0001240595,0.9302621,0.04774007,0.004316647,0.0001147184,0.01011256],"study_design_scores_gemma":[0.00001153066,0.00008007453,0.002789703,0.000006969357,0.00000794512,0.0000577392,0.00004608162,0.960759,0.03501352,0.0008890937,0.0003207438,0.00001752776],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233232,0.00007561852,0.07343934,0.00003613716,0.000008467132,0.00003842183,0.000135884,0.0002165622,0.002726366],"genre_scores_gemma":[0.9951184,0.00004921281,0.004434336,0.000004766056,8.504953e-7,0.00001701559,0.00005046487,0.00001095254,0.0003140101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004374751,"threshold_uncertainty_score":0.008698583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023994852101422,"score_gpt":0.1962255173186133,"score_spread":0.1859855687975991,"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."}}