Bibliographic record
Abstract
Information regarding the composition of surficial sediments in Hudson Strait and Ungava Bay comes primarily from BenthosTM piston cores, large diameter and AGC Long Coring Facility cores collected at some fifty localities, together with box cores, and IKUTM clam-shell grab samples from various localities. Many of the coring localities were selected to provide maximum information on the glaciomarine sediments and their chronologies with penetration to the underlying ice-contact sediments where feasible. Cores were also recovered from thick postglacial deposits. Matrix-supported diamict sediments encountered at and near the base of two cores in Eastern basin are considered to be from ice-contact deposits. These sediments were barren of macrofauna and microfauna. Glaciomarine sediments consist primarily of laminated clayey and silty sediments with some sandy components, occasional dropstones, and coarser intervals. They commonly comprise distinctive rhythmically bedded muddy and sandy sediments (cyclopsams and/or cyclopels). Postglacial muddy sediments typically are dark grey, extensively bioturbated clays. Variably sandy and gravelly sediments form a thin surface veneer in areas exposed to current winnowing.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.001 | 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) | 0.001 | 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 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".