{"id":"W2596813492","doi":"10.1139/cjss11501","title":"Flow and Transport in Layered Soils","year":2011,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; University of Alberta; University of Saskatchewan","funders":"","keywords":"Soil water; Flow (mathematics); Soil science; Environmental science; Geology; Hydrology (agriculture); Geotechnical engineering; Mechanics; Physics","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":[0.0001851461,0.0002821309,0.0002169363,0.0006618683,0.0002007732,0.000579263,0.0001891598,0.0002865581,0.0008724703],"category_scores_gemma":[0.0005075947,0.0001716427,0.0001245747,0.0004552979,0.0005971037,0.0008614222,0.00043124,0.0002436446,0.0001141816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005295501,"about_ca_system_score_gemma":0.0004011675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004901039,"about_ca_topic_score_gemma":0.001829426,"domain_scores_codex":[0.9999506,0.00001261981,0.000002967401,0.00001016172,0.000010507,0.00001307907],"domain_scores_gemma":[0.9998662,0.00006269072,0.00002102241,0.000007023483,0.00002279279,0.00002027395],"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":[0.001622054,0.0003095004,0.02169632,0.0003148991,0.0001018671,0.0004678882,0.0003761649,0.6079518,0.1995143,0.1009875,0.001391298,0.06526634],"study_design_scores_gemma":[0.0001044754,0.0002995679,0.02358302,0.00006470695,0.00005336615,0.0001361975,0.0003039936,0.8487225,0.05378374,0.06905817,0.003797035,0.00009326193],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626176,0.001991848,0.02882549,0.0001637002,0.00004708405,0.00001852932,0.0003220429,0.000151161,0.005862593],"genre_scores_gemma":[0.9960376,0.0005248058,0.001085935,0.00001075546,0.00001294484,0.000008065714,0.0001114587,0.00001201448,0.002196354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004901039,"threshold_uncertainty_score":0.009745061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2436343730563977,"score_gpt":0.2064260626948508,"score_spread":0.03720831036154687,"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."}}