Electrona antarctica: an energy transmitter in the Southern Ocean
Bibliographic record
Abstract
Electrona antarctica: an energy transmitter in the Southern Ocean A.P. Van de Putte*1, H. Flores2, E.A. Pakhomov3, J.A. Van Franeker2, F.A.M. Volckaert1 1K.U.Leuven, Belgium, 2IMARES, Netherlands, 3University British Columbia, Canada Global warming due to increasing greenhouse gases is a major global issue. Oceans represent one of the largest sinks of CO2.As such a detailed understanding of the global marine carbon cycle is needed. Lantern fish are an important component of the worldwide midwater community. Due to their daily vertical migrations coupled with high biomass, widespread distribution and planktivory, lantern fish are widely recognized as an important link in the transfer of organic carbon from lower to higher trophic levels and to deeper ocean layers. However their role in the Southern Ocean is not fully understood. The composition and distribution of the (meso)pelagic fish communities was investigated in the South Atlantic and West Indian sectors of the Southern Ocean (2004-2008). Larval stages of E. antarctica, and N. coatsi were found over deeper water and were positively correlated with higher temperatures and a deeper-reaching mixed layer. Post metamorphic stages of E. antarctica in the oceanic community were caught mostly after sunset and were negatively correlated with solar elevation. As sampling in the Southern Ocean mostly occurs during summer months, when conditions for catching mesopelagic fish such as E. antarctica are the worst, this would mean that the abundance of such mesopelagic fish is underestimated, including this study. E. antarctica, fed on a variety of mesozooplankton including copepods, amphipods and euphausiids. Mean body energy density for E. antarctica was 27 kJ g-1,There was an increase of dry weight energy density with age as well as seasonal fluctuations. Water content decreased and was a good estimate of wet weight energy density. Our results suggest that E. antarctica indeed is an important component of the carbon cycle both as a predator, prey and facilitator of downward transport of organic carbon.
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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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".