{"id":"W2359929763","doi":"","title":"Spatial Variability of Infiltration Parameters and Its Influences on Border Irrigation Performance","year":2009,"lang":"en","type":"article","venue":"","topic":"Environmental and Agricultural Sciences","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Infiltration (HVAC); Irrigation; Spatial variability; Environmental science; Hydrology (agriculture); Soil science; Spatial distribution; Distribution uniformity; Mathematics; Geotechnical engineering; Statistics; Geology; Agronomy; Geography; Meteorology","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":[0.0008827851,0.0002779973,0.0004165445,0.0003930171,0.0001603939,0.0004607458,0.0002114896,0.0003314341,0.0003580195],"category_scores_gemma":[0.003144783,0.0001815309,0.0003655609,0.0004402607,0.0002841149,0.0006040389,0.000329515,0.0003145165,0.00007692132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170735,"about_ca_system_score_gemma":0.0001946993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002791232,"about_ca_topic_score_gemma":0.002123591,"domain_scores_codex":[0.9995536,0.0001167707,0.00003497904,0.0001402605,0.00008205324,0.00007225169],"domain_scores_gemma":[0.9977905,0.00138432,0.0002860153,0.0002337394,0.0002405176,0.0000648908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007206926,0.0001185027,0.234937,0.0000951296,0.0001424191,0.0005051012,0.0003479209,0.6510823,0.08772485,0.0007060704,0.0002785776,0.02334134],"study_design_scores_gemma":[0.00002866747,0.0002766003,0.2725213,0.00001053871,0.00009551241,0.0001685059,0.0002498653,0.707319,0.01829811,0.0005500769,0.0004271996,0.00005455414],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934757,0.00004412454,0.005859944,0.0000161891,0.000002750631,0.000005748504,0.00005895305,0.00006090777,0.000475705],"genre_scores_gemma":[0.9996603,0.000009495017,0.0002438092,0.000001350541,5.419545e-7,0.000001849018,0.00003406905,0.000005492365,0.00004298393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002791232,"threshold_uncertainty_score":0.005549967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006446367622118556,"score_gpt":0.2083885718063613,"score_spread":0.2019422041842428,"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."}}