A Northern Extension of the Range of the Euphausiid Nyctiphanes Simplex into Canadian Waters
Why this work is in the frame
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Bibliographic record
Abstract
We collected Nyctiphanes simplex in Barkley Sound, Canada (48°54′N, 125°6′W) between May and September 1998. This was during the most intensive ENSO (El Niño Southern Oscillation) event recorded and when southward current velocities were anomalously low. This is a range extension of about 330 km NNW of where N. simplex was collected previously by plankton sampling gear and about 65 km NNW of where it was found in fish stomachs. Animals ranged between 10 and 20 mm total length and were at various states of maturity. We present length-frequency and maturity stage distributions as well as length-mass relationships. Results from an ongoing herring diet monitoring programme showed that they did not feed on N. simplex.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it