Collapse of a marine-based ice stream during the early Younger Dryas chronozone, western Canadian Arctic
Bibliographic record
Abstract
Abstract New geophysical surveys and sediment cores constrain past dynamics of the Amundsen Gulf ice stream of the northwest Laurentide Ice Sheet (LIS), Arctic Canada, during the last glacial episode. An ice-rafted debris (IRD) unit and its stratigraphic relationship to former grounding lines record the withdrawal of the ∼60,000 km2 marine-based ice stream. Calibrated (cal.) radiocarbon ages from the IRD unit and from ice-contact raised marine sediments indicate that the ice stream retreated ∼250 km over a few centuries or less during the early Younger Dryas, ca. 12.80 ± 0.15 cal. kyr B.P. Despite a likely cooler paleoclimate, ice-marginal recession occurred at rates of at least 1 km/yr, triggered by grounding line retreat from a bathymetric sill and by a concomitant increase in calving margin length. Sediment cores from the adjacent continental slope confirm that the IRD-rich unit was also deposited in the Beaufort Sea as a chronostratigraphic marker bed. Such new evidence for widespread ice rafting establishes Amundsen Gulf as a discrete source area for early Younger Dryas sediment in the Arctic Ocean, including Fram Strait (between Greenland and Svalbard). The timing and scale of iceberg discharges show that Amundsen Gulf was a major conduit for fresh water to the Arctic Ocean during the Pleistocene-Holocene transition.
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 | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 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".