{"id":"W2098197975","doi":"10.2136/vzj2009.0069","title":"Estimation of the Dual‐Permeability Model Parameters using Tension Disk Infiltrometer and Guelph Permeameter","year":2010,"lang":"en","type":"article","venue":"Vadose Zone Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grantová Agentura České Republiky","keywords":"Permeameter; Infiltrometer; Hydraulic conductivity; Macropore; Soil science; Infiltration (HVAC); Soil water; Permeability (electromagnetism); Materials science; Chemistry; Geology; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002675402,0.0001408769,0.0001763874,0.00009113111,0.0001220969,0.00006052676,0.00009381065,0.0001171881,0.00001730126],"category_scores_gemma":[0.0001206723,0.00009093931,0.00009628749,0.0001461144,0.0000939746,0.0002613721,0.00003890937,0.0006252902,0.000001462555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003013966,"about_ca_system_score_gemma":0.00002476239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001219899,"about_ca_topic_score_gemma":0.000007024239,"domain_scores_codex":[0.9991652,0.00003420644,0.000296931,0.0001083365,0.0002064456,0.0001888538],"domain_scores_gemma":[0.9994747,0.00005515305,0.00007774839,0.0002344689,0.0000667838,0.00009113653],"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":[0.0000213929,0.00003184306,0.004754655,0.0000340178,0.000048062,0.000002705132,0.0005872218,0.6147825,0.3483402,0.00001087206,0.0001028857,0.03128363],"study_design_scores_gemma":[0.0003000796,0.00001866956,0.02255736,0.00004159223,0.00005173132,0.0002730348,0.0000337882,0.9691482,0.006984852,0.0004598412,0.00001536727,0.0001155423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870863,0.00004642928,0.01201009,0.00006270294,0.0006331246,0.00007963255,0.000005835163,0.00003151287,0.00004439813],"genre_scores_gemma":[0.9765748,0.00002192044,0.02328602,0.00002920326,0.0000521339,0.00000116468,8.870734e-7,0.00002064403,0.00001319738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3543656,"threshold_uncertainty_score":0.3708397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601341103660149,"score_gpt":0.2214810934087811,"score_spread":0.2054676823721796,"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."}}