{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001510863,0.00006482671,0.00005791166,0.000006913012,0.0000712917,0.00001030319,0.00007015776,0.00002613606,0.0005248321],"category_scores_gemma":[0.00001619318,0.00003799764,0.00001232818,0.00009900453,0.00009965678,0.0003833993,0.00001938188,0.00003502065,0.0000327855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002382569,"about_ca_system_score_gemma":0.000001248471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001543713,"about_ca_topic_score_gemma":0.00002737907,"domain_scores_codex":[0.9993859,0.00002292637,0.0001227823,0.0001649475,0.0002127154,0.00009075381],"domain_scores_gemma":[0.9998319,0.00002473244,0.00005196806,0.00004949719,0.000002078414,0.00003980388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002228076,0.0001271939,0.6248924,0.000005387458,0.000002035845,1.697905e-7,0.0002790548,0.005384021,0.2511824,0.0004314873,0.00003419294,0.1176394],"study_design_scores_gemma":[0.0000550249,0.0002595064,0.9350763,0.000004736028,0.000002066993,6.683049e-7,0.00002092853,0.002171268,0.06180278,0.0005021899,0.00004137116,0.00006314487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98821,0.000002390466,0.00002155552,0.0003423748,0.00002017018,0.0001083568,8.76228e-7,0.00001011392,0.01128415],"genre_scores_gemma":[0.9993137,0.00001468424,0.0003475355,0.0002111731,0.000005842789,0.000002154003,0.000001938867,5.763126e-7,0.0001023693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.310184,"threshold_uncertainty_score":0.5746543,"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."}}