{"id":"W3122692547","doi":"10.5539/jas.v12n11p234","title":"Soil Water Storage Temporal Stability With and Without Outliers","year":2020,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Soil Management and Crop Yield","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Soil water; Environmental science; Neutron probe; Soil science; Water storage; Sampling (signal processing); Soil test; Groundwater recharge; Spatial variability; Water content; Hydrology (agriculture); Groundwater; Geology; Mathematics; Aquifer; Neutron; Geotechnical engineering; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207623,0.0001258615,0.0001877471,0.00001008029,0.0002668301,0.0002176039,0.0003821779,0.0000296657,0.0001075049],"category_scores_gemma":[0.00004663543,0.00002731612,0.00005352041,0.0004270097,0.0003213392,0.0007434135,0.0001131445,0.0001602913,0.000006730453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002712825,"about_ca_system_score_gemma":0.00001222576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005847736,"about_ca_topic_score_gemma":0.0001058577,"domain_scores_codex":[0.9986931,0.00002946009,0.0002274417,0.0002220545,0.000547372,0.0002805622],"domain_scores_gemma":[0.9992889,0.00002245135,0.0001501464,0.0000283431,0.0002129755,0.0002971483],"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":[0.0001202742,0.00004936417,0.3044084,0.00001067717,0.00001734257,0.00001043061,0.001132425,0.00002847905,0.6874622,0.00003410068,0.000596203,0.006130166],"study_design_scores_gemma":[0.0002185665,0.000903418,0.9745377,0.00001519353,0.0000210833,0.00003300465,0.003586339,0.00002478757,0.0190434,0.00002530389,0.001427139,0.0001640225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896415,0.00003857133,0.000003994233,0.009545603,0.00007249855,0.00009315809,0.000001529665,0.00001888059,0.0005841898],"genre_scores_gemma":[0.9992324,0.00001183407,0.0001111564,0.0003642612,0.0002262663,8.345405e-7,0.000001279331,4.29715e-7,0.0000516047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6701294,"threshold_uncertainty_score":0.2098359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169040877828997,"score_gpt":0.2021362985768178,"score_spread":0.1804458897985278,"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."}}