Carcass analogues provide marine subsidies for macroinvertebrates and juvenile <scp>A</scp>tlantic salmon in temperate oligotrophic streams
Bibliographic record
Abstract
Summary Anadromous fish populations entering freshwater ecosystems provide organic matter and marine‐derived nutrients during spawning and subsequent mortalities of adults. Dams and other impediments to connectivity in rivers and streams have affected anadromous fish populations in many regions and prevented or reduced this influx of organic materials and nutrients. This study used historical data on the timing of delivery of marine‐derived nutrients; we added a carcass analogue (pellets made from the carcasses of C hinook salmon, O ncorhynchus tschawytcha ) to simulate potential effects of restored access of anadromous fish to streams. We used stable isotopes to document the extent of nutrient incorporation of nitrogen and carbon from the carcass analogue by macroinvertebrates and juvenile A tlantic salmon ( S almo salar ) in salmon nursery streams. We stocked four headwater streams that historically hosted spawning A tlantic salmon and sea lamprey ( P etromyzon marinus ) in M aine, U . S . A . with Atlantic salmon fry and simulated timing of nutrient addition by spawning sea lamprey in the early summer and A tlantic salmon in the autumn. Macroinvertebrates and A tlantic salmon assimilated nitrogen (12–57% of total N ) and carbon (21–65% of total C ) from the added pellets, and the magnitude and duration of enrichment varied temporally and with macroinvertebrate functional feeding group. Assimilation of nutrients from carcass analogues was both direct and indirect, and a nutrient legacy was evident in the second year of sampling. Incorporation of nutrients from the pellets at a range of heights in the food web demonstrated the potential for marine‐derived subsidies to contribute to freshwater ecosystem processes in A tlantic salmon nursery streams.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".