{"id":"W146833187","doi":"10.2136/sssaj2000.64130x","title":"Unified Solution for Infiltration and Drainage with Hysteresis Theory and Field Test","year":2000,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Drainage; Infiltration (HVAC); Hydraulic conductivity; Hysteresis; Thermal diffusivity; Soil science; Geotechnical engineering; Inverse; Aquifer; Mechanics; Environmental science; Geology; Mathematics; Soil water; Groundwater; Thermodynamics; Physics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00231961,0.0008419513,0.001363481,0.001260308,0.0004393904,0.001056293,0.001692979,0.00206573,0.004386258],"category_scores_gemma":[0.009049781,0.0005151132,0.0009373061,0.0006644191,0.001037686,0.002039154,0.001372267,0.001074729,0.0006653253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008571151,"about_ca_system_score_gemma":0.001604183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375682,"about_ca_topic_score_gemma":0.002002816,"domain_scores_codex":[0.9989183,0.0002985292,0.00007235107,0.0001725635,0.0004403984,0.0000979317],"domain_scores_gemma":[0.9983279,0.0007282745,0.0001267633,0.0001601049,0.0006157559,0.00004126082],"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":[0.0001054647,0.0001783902,0.001442748,0.000344253,0.00005248769,0.0003912767,0.0002521529,0.6647278,0.02041561,0.1760694,0.003511133,0.1325092],"study_design_scores_gemma":[0.00001235999,0.0000330871,0.0001603173,0.0000119672,0.000007181655,0.00002729942,0.00001665764,0.9858063,0.001752578,0.01089748,0.001263451,0.00001134688],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006642079,0.0001060703,0.9884822,0.00008861253,0.00003287434,0.0000923861,0.00004101333,0.000208235,0.004306549],"genre_scores_gemma":[0.5875506,0.0005702076,0.3881373,0.0003055234,0.0001605645,0.001433292,0.0003588503,0.0003121018,0.0211716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004386258,"threshold_uncertainty_score":0.01467347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005569236835621539,"score_gpt":0.2074611091607762,"score_spread":0.2018918723251547,"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."}}