{"id":"W2093793945","doi":"10.1111/j.1365-2427.2006.01634.x","title":"Carbon pathways to zooplankton: insights from the combined use of stable isotope and fatty acid biomarkers","year":2006,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Zooplankton; Daphnia; Phytoplankton; Food web; Stable isotope ratio; Dissolved organic carbon; Fatty acid; Environmental chemistry; Bacterioplankton; Isotopes of carbon; Isotope analysis; Biology; Microbial loop; Plankton; Ecology; Environmental science; Total organic carbon; Trophic level; Chemistry; Nutrient; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001112201,0.000153333,0.0002636321,0.00004332463,0.00008731228,0.00001835889,0.0002900693,0.0001361548,0.00059438],"category_scores_gemma":[0.00002786153,0.00009614531,0.00004054499,0.0001762136,0.0004128389,0.00006773535,0.0004237301,0.00008232975,0.00008124141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004992651,"about_ca_system_score_gemma":0.000006664488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02113739,"about_ca_topic_score_gemma":0.04792814,"domain_scores_codex":[0.9987616,0.0002078308,0.0002812172,0.0003751254,0.00008469927,0.0002895353],"domain_scores_gemma":[0.999275,0.0001630059,0.00008772258,0.0004117064,0.00001112026,0.0000514671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005098214,0.00003951226,0.6061662,0.000001010778,0.00004000163,0.000005873949,0.0002365678,0.00006572399,0.389726,0.0001678886,0.003220043,0.0002802248],"study_design_scores_gemma":[0.0006906068,0.0003794554,0.6980684,0.000006646276,0.00006186749,0.000003635807,0.00007166801,0.001556811,0.2110831,0.005579711,0.08218347,0.0003146107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977723,0.00008487378,0.0001527253,0.0004556451,0.0001514882,0.0002447304,0.0001129371,0.00002001684,0.001005222],"genre_scores_gemma":[0.9972725,0.00001169491,0.001801308,0.0006204851,0.00003711215,0.00002602823,0.000101543,0.00001061537,0.0001187243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1786429,"threshold_uncertainty_score":0.9853809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265450832549364,"score_gpt":0.1971866622066422,"score_spread":0.1845321538811486,"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."}}