{"id":"W2072137094","doi":"10.2136/sssaj2014.03.0106","title":"Hydraulic Conductivity Dynamics during Salt Leaching of a Sodic, Structured Subsoil","year":2014,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hydraulic conductivity; Swelling; Subsoil; Soil salinity; Soil science; Leaching (pedology); Soil water; Macropore; Soil structure; Permeameter; Salinity; Leaching model; Geology; Chemistry; Materials science; Composite material","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":[0.0001335162,0.0001523822,0.0002007994,0.0001599215,0.0001439006,0.0003090146,0.000155831,0.0001404918,0.0003305083],"category_scores_gemma":[0.0002340552,0.00008820699,0.000102426,0.0001381551,0.0002312175,0.0002825591,0.0001731768,0.0002395856,0.00004698105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348099,"about_ca_system_score_gemma":0.0003020462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617438,"about_ca_topic_score_gemma":0.005572741,"domain_scores_codex":[0.9999284,0.000006643305,0.000006125244,0.00001551048,0.00002219693,0.00002126908],"domain_scores_gemma":[0.9998701,0.00002535141,0.00003583669,0.000004474055,0.00003668045,0.0000275009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002170898,0.00002091043,0.005448386,0.00002533038,0.000007812881,0.00005441066,0.00008814389,0.0004096891,0.9921539,0.00002590825,0.00001278167,0.001535685],"study_design_scores_gemma":[0.00003337562,0.001273507,0.1113319,0.000009563324,0.00003360007,0.0001276812,0.0006168805,0.01030997,0.8754073,0.0001257202,0.0007058207,0.00002465686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996818,0.00001774012,0.000169547,0.0000039932,7.103205e-7,0.000003247681,0.0000387355,0.000004469819,0.00007968507],"genre_scores_gemma":[0.9994892,0.00002508093,0.000229691,0.00000666447,5.441952e-7,0.000004159211,0.00008931669,0.000002337431,0.0001529583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003617438,"threshold_uncertainty_score":0.007192731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005576871161442377,"score_gpt":0.2080112352760907,"score_spread":0.2024343641146483,"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."}}