REPORT OF THE INTERNATIONAL ICE PATROL IN THE NORTH ATLANTIC Season of 2002
Bibliographic record
Abstract
Forwarded herewith is Bulletin No. 88 of the International Ice Patrol, describing the Patrol’s services, ice observations and conditions during the 2002 season. A very dynamic Labrador Current and some of the largest icebergs to make their way to the Grand Banks in over three decades made the 2002 iceberg season both exciting and challenging. In mid-March, the iceberg population was quite literally racing south, causing the southern extent of the Limits of Known Ice to expand by 380 nautical miles in just 16 days. This extraordinary rapid rate of drift served as a poignant reminder of just how unpredictable and dangerous these breathtaking "castles of ice " can be. 2002 also marked the last year that the U. S. Coast Guard International Ice Patrol would operate under the direction of the U. S. Department of Transportation prior to its move to the new U. S. Department of Homeland Security in March of 2003. We hope you find the following information and descriptions of this demanding iceberg season fascinating and informative. Semper Paratus!
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.004 |
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".