{"id":"W2487764566","doi":"10.1006/jaer.2000.0617","title":"SW—Soil and Water","year":2001,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering Research","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Macropore; Outflow; Hydrograph; Reflectometry; Soil science; Hydrology (agriculture); Porosity; Environmental science; Water balance; Soil horizon; Geology; Time domain; Soil water; Geotechnical engineering; Surface runoff; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000393879,0.0001159177,0.0001645472,0.0001981125,0.00004990311,0.0000849214,0.0001473859,0.00008391336,0.000030191],"category_scores_gemma":[0.00005065874,0.00005998708,0.00005463306,0.0002885311,0.00002073986,0.0002576222,0.00003170129,0.0006982998,0.00002255135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006835936,"about_ca_system_score_gemma":0.000005980776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005099454,"about_ca_topic_score_gemma":0.000001579247,"domain_scores_codex":[0.9989246,0.00001613838,0.0002289924,0.00007007071,0.0003721232,0.0003881432],"domain_scores_gemma":[0.9994306,0.00007089151,0.00001177597,0.00006675063,0.0002488538,0.0001711249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002911482,0.00002931313,0.0006830121,0.0001321146,0.0001726089,0.0002682905,0.0008307356,0.2809895,0.7008883,0.00009454293,0.008518499,0.007363907],"study_design_scores_gemma":[0.003327841,0.0009527848,0.4581882,0.0008673703,0.00008406147,0.01115022,0.001818482,0.0449807,0.3594255,0.0002134603,0.1174753,0.001516144],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972084,0.001212043,0.00006916974,0.0003008694,0.0003336866,0.00003982307,5.03973e-7,0.00005928556,0.0007762829],"genre_scores_gemma":[0.9980319,0.0008850123,0.0002122691,0.000003766757,0.0005062178,0.000001881372,0.000001313595,0.00001519133,0.0003424129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4575052,"threshold_uncertainty_score":0.3033804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820569498640009,"score_gpt":0.2418316447632506,"score_spread":0.2236259497768505,"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."}}