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Record W2799272367 · doi:10.1002/ecs2.2197

Multiple pathways of C and N incorporation by consumers across an experimental gradient of salmon carcasses

2018· article· en· W2799272367 on OpenAlexaff
Peter M. Kiffney, Sean M. Naman, Jeremy M. Cram, Martin Liermann, D.G. Burrows

Bibliographic record

VenueEcosphere · 2018
Typearticle
Languageen
FieldEnvironmental Science
TopicIsotope Analysis in Ecology
Canadian institutionsUniversity of British Columbia
FundersNorthwest Fisheries Science CenterWashington Department of Fish and WildlifeUniversity of Washington
KeywordsTrophic levelBenthic zonePredationPrimary producersInvertebrateOncorhynchusBiologyFisheryAbundance (ecology)TroutEcologyδ15NAnimal scienceδ13CFish <Actinopterygii>Stable isotope ratioPhytoplanktonNutrient

Abstract

fetched live from OpenAlex

Abstract Numerous studies link resource subsidies to consumers, yet manipulations of subsidy gradients are rare, limiting our ability to predict their effects. We measured natural abundance levels of the stable isotopes of carbon (δ13C) and nitrogen (δ15N) in consumers representing two taxonomic (invertebrates, fish) and multiple trophic groups (primary, secondary, and tertiary consumers) exposed to a gradient of Pacific salmon carcasses (0–4 kg/m2, eight treatment levels) in 16 experimental streams from September to December. We hypothesized (1) that consumer δ13C and δ15N values would increase with carcass loading and (2) that these relationships would vary among consumers and trophic levels. Within taxonomic groups, both δ13C and δ15N values increased with carcass loading indicating direct consumption of salmon organic matter (δ13C increase) and indirectly by consumption of salmon‐enriched prey (δ15N increase). The relative importance of these two pathways for invertebrates primary consumers varied with carcass loading, with an abrupt increase in direct consumption above ~0.5 kg/m2 salmon carcass wet mass. Both the rates of δ13C and δ15N increase and the shape of the response to the carcass gradient varied among invertebrates. The only fish that responded positively to carcasses was a small benthic, secondary consumer, and only for δ13C. Overall, benthic invertebrate primary consumers were the dominant pathway by which salmon organic matter entered the trophic system, followed by benthic secondary consumers, and then tertiary consumers (juvenile coho salmon and cutthroat trout) that occupy the water column. The attenuating response to subsidies at higher trophic levels was possibly due to a combination of low decomposition and metabolic rates during fall and winter, composition of the subsidy, and habitat use. Our results demonstrate that decomposing salmon carcasses provide variable but potentially important sources of C (range: ~0–60%) and N (range: ~0–35%) supporting benthic consumers during fall and winter, when environmental conditions constrain primary productivity, with some evidence of saturation at carcass loadings >0.1–0.6 kg/m2. Furthermore, stable isotope analysis showed that consumers exploited salmon organic matter in different ways, potentially alleviating competition and allowing for a more efficient processing of this resource subsidy.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.256
Teacher spread0.242 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations14
Published2018
Admission routes1
Has abstractyes

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