Sedimentology of the cored interval, JAPEX/JNOC/GSC et al. Mallik 5L-38 gas hydrate production well, Mackenzie Delta, Northwest Territories
Bibliographic record
Abstract
A detailed sedimentological analysis was conducted on the 191.68 m of sediment recovered from the JAPEX/JNOC/GSC et al. Mallik 5L-38 gas hydrate production well. The recovered sediment was collected from the lower Mackenzie Bay Sequence (885.63 - 932.64 m) and the upper Kugmallit Sequence (932.64 - 1150.79 m). MackenzieBay silts and basal sand were deposited in a shallow shelf to prodelta environment, whereas Kugmallit sediments represent fluvial/interdistributary channel sands and overbank/floodplain silts and coal consistent with a floodplain/delta plain environment. Six informal sedimentary units are defined on the basis of lithology, sedimentary structures, and well logs. Sand-dominated units with silt and pebble interbeds alternate with silt-dominated units with coal and sand interbeds. All sediments are unconsolidated, except for a number of thin dolomite-cemented sandstone beds. A number of authigenic pyrite forms were observed throughout the sequence. All organic matter is of terrestrial origin.
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 | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.003 | 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".