Arctic/polar technology : presented at the 18th International Conference on Offshore Mechanics and Arctic Engineering, July 11-16, 1999, St. John's, Newfoundland, Canada
Bibliographic record
Abstract
Proceedings from the July 1999 conference. Contains 43 papers divided into sections covering ship navigation on ice; propeller-ice interaction; ice-structure interaction; ice and snow properties; sea ice and related issues; icebergs; and ice ridges and stamukhas. Topics include influence of bow shape on icebreaking resistance in high speed range; development of an arctic tanker design; effects of some refinements in modelling crushed ice extrusion in propeller-ice contact; temperature dependent crack propagation theory and its application to offshore structural steels; velocity effects from multi-year ice tests; year two of the Confederation Bridge ice monitoring program; geothermal problems in development of offshore oil and gas fields in the Russian arctic; historical record of sea ice and iceberg distribution around Newfoundland and Labrador, 1810-1958; air and water drag on sea ice from similarity theory; iceberg management for Grand Banks pipeline; and morphometric parameters of ice ridges in the Sea of Okhotsk. No index.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".