Major Quaternary mass-transport deposits in southern Orphan Basin, offshore Newfoundland and Labrador
Bibliographic record
Abstract
Orphan Basin is a deep-water basin off the northeast coast of Newfoundland that is currently an area of active hydrocarbon exploration. The Geological Survey of Canada has conducted regional high-resolution seismic-reflection and seabed sampling surveys during 2003 - 2004 to improve understanding of the Quaternary geology and identify potential geohazards. Evidence of past instability includes thick, stacked mass-transport deposits on the basin floor and seabed failure scars on the continental slope. Most of the mass-transport deposition through the Quaternary occurred in the northern part of the study area, although there has been a shift towards the northwest during the Pleistocene. Recurrence of large-scale seabed failure through the Quaternary is on the order of 75 000 - 100 000 years, but it is not clear if there is a correlation with global sea-level change and glaciations or if the distribution is random.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.015 | 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".