Stock Annex: Blue ling (Molva dypterygia) in Subareas 1, 2, 4 and Division 3.a
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In the Northeast Atlantic, blue ling (<i>Molva dypterygia</i>) is distributed from the Barents Sea along the coast of Norway to the west of the British Isles, around the Faroe Islands and Iceland and off the east coast of Greenland. ICES now works with three different stocks for this area (Figure 1):· bli.27.5a14, blue ling (<i>Molva dypterygia</i>) in Icelandic and Greenland waters· bli.27.5b6712, blue ling (<i>Molva dypterygia</i>) in Celtic Seas, Faroes grounds, Rockall, Hatton Banks and Mid-Atlantic Ridge· bli.27.123a4, blue ling (<i>Molva dypterygia</i>) in Northeast Arctic, North Sea, Skagerrak and Kattegat<br>Biological investigations in the early 1980s suggested that at least two adult stock components were found within the area, a northern stock in Subarea 14 and Division 5.a with a small component in 5.b, and a southern stock in Subarea 6 and adjacent waters in Division 5.b. However, the observations of spawning aggregations in each of these areas and elsewhere suggest further stock separations. This is supported by differences in length and age structures between areas as well as in growth and maturity. Eggs and larval data from early studies also suggest the existence of many spawning grounds.This stock annex is for bli.27.123a4 and this stock area was defined after a revision of bli.27.nea in WGDEEP 2024. See detailed description of this process in WGDEEP report, section 4.1 Stock description and management units.New genetic information (McGill et al 2023) clearly separates the eastern, Norwegian areas (subareas1-4) from the western areas (Atlantic basin: Greenland, Rockall, Atlantic slope). This information was the background for separating subarea 12 from the eastern areas (and include this subarea to bli.27.5b67).
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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 | 0.007 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 it