{"id":"W1486856290","doi":"10.5772/20309","title":"Determining Hydraulic Conductivity from Soil Characteristics with Applications for Modelling Stream Discharge in Forest Catchments","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydraulic conductivity; Environmental science; Hydrology (agriculture); Soil science; Geology; Geotechnical engineering; Soil water","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000244122,0.0004833321,0.0004016249,0.0005878751,0.0003449319,0.0006552359,0.0004160689,0.0004500086,0.0008418878],"category_scores_gemma":[0.0005921738,0.0002179998,0.0005426932,0.001323226,0.0003775953,0.0005766082,0.0003096611,0.0003695729,0.000119949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002825,"about_ca_system_score_gemma":0.0008616471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04705283,"about_ca_topic_score_gemma":0.05022022,"domain_scores_codex":[0.9999322,0.00001324181,0.000006041851,0.00001714827,0.0000165059,0.00001491504],"domain_scores_gemma":[0.9999148,0.00004414795,0.00001256807,0.000006800663,0.00001619641,0.000005498507],"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":[0.00001771597,0.00003540047,0.01820252,0.00003358875,0.0000136089,0.00008224743,0.0001083189,0.9582498,0.003517389,0.001418797,0.0001064642,0.01821412],"study_design_scores_gemma":[0.00001098669,0.00003035877,0.02215186,0.00001256774,0.00001112008,0.00003937611,0.00008850115,0.9731092,0.001733973,0.002018527,0.0007698351,0.00002363978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8696346,0.0004556889,0.1246203,0.00009983595,0.000008671081,0.00009502721,0.0009498902,0.000632197,0.003503833],"genre_scores_gemma":[0.9769637,0.0003707271,0.02153348,0.000008073713,0.000003917832,0.00003907025,0.0003033949,0.00002408566,0.000753482],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04705283,"threshold_uncertainty_score":0.09355789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344188003134554,"score_gpt":0.2287975909649828,"score_spread":0.1953557109336372,"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."}}