Bibliographic record
Abstract
L'épisode de la pêche soviétique au large des côtes atlantiques du Canada et des États-Unis (Atlantique du Nord-Ouest), est très représentatif des bouleversements qu'a connus la pêche mondiale pendant la seconde moitié du XXe siècle. Arrivée dans cette région en 1956, la flotte soviétique a profité de la liberté de la mer pour y développer une exploitation intense et de grande envergure, qui culmina en 1973 avec des captures de 1,3 Mt (30,5 % du total pêché dans la zone). Mais rapidement les Soviétiques furent confrontés à des phénomènes de surexploitation, puis à la création de ZEE (zones économiques exclusives) par les États riverains en 1976-1977. Les quelques droits d'accès qu'ils purent obtenir par la négociation n'empêchèrent pas le transfert progressif de leur flotte vers d'autres pêcheries et l'effondrement de leurs prises dans cette région à partir de 1977.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".