Infrastructure and resources of the Northern Canadian Mainland Sedimentary Basin
Bibliographic record
Abstract
This report summarizes infrastructure and resource information for an area of northwestern Canada extending between 60 and 70° north latitudes and 110 and 141° west longitudes across the northern Canadian mainland sedimentary basin. Political units, including First Nations boundaries are included along with railway, road, and trail networks, power distribution networks, as well as existing and proposed petroleum pipeline routes. Proven, or discovered, petroleum resources (1340 MMbl oil and 11.6 Tcf gas) are tabulated and illustrated, as well as all existing and previous precious and base metal mines and uranium, coal and other non-metallic mines. The northern Canadian mainland sedimentary basin of the report area is divided into petroleum exploration regions and areas that are characterized by unique geology and physiography. The report includes a series of formation tables that are unique to each exploration area and which include information concerning petroleum shows and source rocks in each exploration area. This report is one of a series of GSC Open File reports that are intended to be part of a geological atlas of the northern Canadian mainland sedimentary basin.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.008 | 0.014 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.015 | 0.002 |
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".