Yukon Territory, Northwest Territories and Nunavut (2000)
Bibliographic record
Abstract
Contained within the Atlas of Canada's Reference Map Series, 1961 to 2010, is a map that shows a brand new set of drainage (being that compiled from the Digital Chart of the World 1: 1 000 000 data); it has detailed digital shaded relief; and it is fully bilingual. The map shows populated places for the three territories and adjacent areas of Canada, Alaska and Greenland, classifying them into one of four size classes. There is a variety of transportation data shown (including rarely-shown features such as ice roads and shipping lanes). The physical geography data shown includes national parks and the location of the tree line. There are two insets on the map: (1) the northern circumpolar region, at scale 1: 51 400 000; and (2) all of Canada, showing standard time zones. The orientation of the map is designed so that all of Hudson Bay and James Bay are shown on the map. Data are as of the late 1990s (with the official Nunavut boundaries of 1999 being shown).
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.009 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.019 | 0.005 |
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".