{"id":"W2169593505","doi":"10.1175/ei177.1","title":"Root-Water-Uptake Based upon a New Water Stress Reduction and an Asymptotic Root Distribution Function","year":2006,"lang":"en","type":"article","venue":"Earth Interactions","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exponential function; Soil water; Environmental science; Soil science; Stress (linguistics); DNS root zone; Function (biology); Water flow; Reduction (mathematics); Hydrology (agriculture); Mathematics; Geology; Geotechnical engineering; Mathematical analysis; Geometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005225017,0.0001734119,0.0001136033,0.0001041383,0.0001676311,0.0001385824,0.00004100945,0.00009169163,0.000313312],"category_scores_gemma":[0.000004572974,0.0001356139,0.00004972624,0.000099744,0.00001577472,0.0005865798,0.000008483098,0.0002469158,0.0001371089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005707909,"about_ca_system_score_gemma":0.00001052433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004541614,"about_ca_topic_score_gemma":0.001975457,"domain_scores_codex":[0.9991468,0.00003072346,0.0002208873,0.000218614,0.000107435,0.0002755272],"domain_scores_gemma":[0.999635,0.00001074774,0.00001902884,0.0001812569,0.00005165738,0.0001023533],"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":[0.0002642276,0.0003112478,0.002396187,0.0001060734,0.0001406877,0.00001371751,0.0005912233,0.5965303,0.3549097,0.0002567186,0.008856342,0.03562359],"study_design_scores_gemma":[0.00150075,0.0003200756,0.1235254,0.0001639247,0.0001929946,0.00008758437,0.000213585,0.2629278,0.5221018,0.000681629,0.08751165,0.0007728487],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800895,0.0000592142,0.01641892,0.0002460537,0.001987772,0.0001238361,0.0000345078,0.0004544046,0.0005857756],"genre_scores_gemma":[0.9964074,0.000001937658,0.0001142125,0.000007953006,0.0007757779,0.0000166378,0.001363865,0.00002733168,0.001284856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3336025,"threshold_uncertainty_score":0.5530174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007989966281186277,"score_gpt":0.2074875570035528,"score_spread":0.1994975907223666,"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."}}