{"id":"W1991797955","doi":"10.1029/2007jg000422","title":"In‐stream biotic control on nutrient biogeochemistry in a forested stream, West Fork of Walker Branch","year":2007,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oak Ridge National Laboratory; McMaster University","keywords":"Diel vertical migration; Nutrient; Environmental science; Primary production; Ecosystem; Ecosystem respiration; Hydrology (agriculture); Biogeochemistry; Deciduous; Nutrient cycle; Seston; Ecology; Atmospheric sciences; Biology; Geology; Phytoplankton","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001236724,0.0001761557,0.0004051602,0.00005567143,0.00004969771,0.00002638663,0.000471925,0.0001324228,0.0001369439],"category_scores_gemma":[0.0003788042,0.0001330983,0.0001629814,0.001007381,0.000426981,0.0002105853,0.000129175,0.0007635513,0.00006391594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902527,"about_ca_system_score_gemma":0.00005576173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897261,"about_ca_topic_score_gemma":0.0004750894,"domain_scores_codex":[0.9968804,0.0001243707,0.00069691,0.0002565462,0.001311108,0.0007306572],"domain_scores_gemma":[0.9983342,0.0008192552,0.0002146134,0.0002646726,0.00008633346,0.0002809231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001911114,0.002304824,0.9800718,0.00004289284,0.0000277961,0.0003013245,0.0002112513,0.0007378593,0.007311347,0.0002078386,0.0006207927,0.006251116],"study_design_scores_gemma":[0.004385286,0.001780266,0.9369859,0.0003290775,0.00001104142,0.00001704461,0.0002838415,0.001395328,0.02379806,0.03025701,0.0005549489,0.0002021665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976822,0.00005779744,0.0000701448,0.0003520944,0.00007244667,0.0002251035,0.00000886318,0.000003945077,0.001527402],"genre_scores_gemma":[0.9994702,0.00004561751,0.0001588699,0.00004461705,0.0001247478,0.000003724765,0.0000019136,0.00001567063,0.000134589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04308591,"threshold_uncertainty_score":0.5427591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129509494657432,"score_gpt":0.2857175507771845,"score_spread":0.2727666013114413,"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."}}