{"id":"W2158868168","doi":"10.1038/ngeo364","title":"Delivery of marine-derived nutrients to streambeds by Pacific salmon","year":2008,"lang":"en","type":"article","venue":"Nature Geoscience","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Nutrient; Spawn (biology); Environmental science; Organic matter; Benthic zone; Riparian zone; Flume; Water column; STREAMS; Nutrient cycle; Microbial loop; Biogeochemistry; Particulates; Ecology; Biology; Phytoplankton; Habitat","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":[0.0001424214,0.0001190456,0.0001382645,0.00004922403,0.0002682631,0.000005202311,0.0003972524,0.0001110259,0.0004142929],"category_scores_gemma":[0.00007649605,0.0001047455,0.0000324393,0.0005509058,0.0004553717,0.0001778491,0.0006323115,0.0001785923,0.0001885752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005900668,"about_ca_system_score_gemma":0.000007380687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001528064,"about_ca_topic_score_gemma":0.0001986745,"domain_scores_codex":[0.9988045,0.00002287423,0.0001405396,0.0003780944,0.0003487352,0.0003052354],"domain_scores_gemma":[0.9995721,0.00003864796,0.00006373307,0.0002281099,0.00001468477,0.00008273657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002314201,0.0001325325,0.8112794,0.000004624819,0.000005928991,0.00001195491,0.0002674684,0.00002503366,0.004855498,0.00003146581,0.1826207,0.0007422373],"study_design_scores_gemma":[0.000180092,0.0001243072,0.965089,0.000004309431,0.000006145901,0.000004064322,0.0001185615,0.00003935182,0.002206076,0.0001026122,0.03198465,0.0001408915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761463,0.00002807099,0.0001184107,0.0005761734,0.0002709522,0.0002001382,0.00001223878,0.00003145739,0.0226162],"genre_scores_gemma":[0.9935526,0.0001366677,0.001112901,0.001035611,0.00001359669,0.00001366927,0.000004871078,0.000004772691,0.004125329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1538095,"threshold_uncertainty_score":0.4536217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004299105950992836,"score_gpt":0.1969879890956759,"score_spread":0.1926888831446831,"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."}}