Canadian Society of Petroleum Geologists Arctic Oil And Gas Resources Energy Resources Map Circum-Pacific Region, Arctic Sheet
Bibliographic record
Abstract
The Arctic Energy-Resources Map published in 2000 covers the North Pacific Ocean, the Arctic Ocean, part of the North Atlantic Ocean and surrounding land. The map shows oil and gas fields, oil sand, oil shale, coal deposits, geothermal energy sites, onshore and offshore thickness of sedimentary rocks, and active tectonic plate boundaries. Background data on land are from the Arctic geologic map (Moore, 2000). Chief tectonic features of the Arctic are (1) parts of the Canadian and Russian shields, (2) broad belts of undeformed, younger sedimentary platform, and (3) fold belts of sedimentary, extrusive and intrusive igneous rocks that extend along the entire margin of the continents facing the Pacific and Arctic Oceans. Sedimentary basins are shown by sediment isopachs, colored to indicate the age of the oldest major sedimentary unit. Age and lithology of the basement is generally indicated by the surrounding bedrock geology. Basic background for oceanic regions is bathymetry printed in a light blue tint. Overprinted on this are sediment isopachs, colored to indicate the age of the underlying oceanic crust.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.005 | 0.011 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.082 | 0.022 |
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".