{"id":"W7023919461","doi":"","title":"A Preliminary Assessment of Water Partitioning and Ecohydrological Coupling in Northern Headwaters Using Stable Isotopes and Conceptual Runoff Models","year":2015,"lang":"en","type":"article","venue":"Scholar Works  (Boise State University)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Stable isotope ratio; Surface runoff; Soil water; Riparian zone; Drainage basin; Groundwater; Surface water; Water storage; Precipitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004361306,0.000120127,0.0001809067,0.0001009843,0.0002167008,0.000026689,0.00009396455,0.00006030363,0.00002108422],"category_scores_gemma":[0.0000063956,0.0001023894,0.0000177407,0.000130567,0.0004346612,0.0008769947,0.0004915883,0.0002070983,0.000003155518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208539,"about_ca_system_score_gemma":0.000008372455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003881154,"about_ca_topic_score_gemma":0.0004712262,"domain_scores_codex":[0.9990904,0.00008599107,0.0001347784,0.0002844935,0.0001229348,0.0002814286],"domain_scores_gemma":[0.9997393,0.00002220787,0.00004483037,0.00009082112,0.00001010088,0.00009266363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001168623,0.00003823168,0.4277394,0.000005453288,0.00002235725,0.00006229995,0.002087076,0.5694407,0.0003533767,0.00005018096,0.000004908399,0.00007913737],"study_design_scores_gemma":[0.005239892,0.0008425469,0.1030898,0.0002175348,0.0001835536,0.00001125297,0.01304586,0.8691025,0.0009829185,0.004860715,0.001603918,0.0008195653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967226,0.00006478596,0.001944101,0.0001122567,0.00002532596,0.0001759795,0.000002623317,0.00001740444,0.0009349085],"genre_scores_gemma":[0.998522,0.00009881873,0.00119481,0.00003332712,0.000003116046,9.896341e-7,0.000005345253,0.000006122482,0.0001354942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3246496,"threshold_uncertainty_score":0.4175317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697906078706932,"score_gpt":0.2242152592904666,"score_spread":0.1972361985033973,"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."}}