ICES Working Group on Grey Seals Report of the First Meeting
Bibliographic record
Abstract
Damage to fisheries by the Grey seal, Halichoerus grypus, has been a serious problem in the UK and Canada for a number of years. The recent local increases in the abundance of the Grey seal in Norway, with an apparently related increase in fishery damage is seen as a problem which could become widespread if not checked in the near future. In order to give greater consideration to the ' problems associated with increases in stock size, an ICES Working Group was set up (C Res. 1976/2:15) to " •••• review the current status and trends in stock sizes, methodological problems of censusing and factors responsible, for the present expansion of the species. Data on the effects on fish resources, including cod worm and gear damage, should be collected 'and their economic implication considered. The ultimate aim of the Working Group should be to find feasible solutions to this complex problem ,•••• ". The Working Group (see Annex 1), met in Cambridge, UK, from 16-20 May 1977, and the agenda of that, meeting is appended as Annex 2."
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 | 0.005 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".