The Writings of David Thompson, Volume I
Bibliographic record
Abstract
David Thompson's Travels is one of the finest early expressions of the Canadian experience. The work is not only the account of a remarkable life in the fur trade but an extended meditation on the land and Native peoples of western North America. The tale spans the years 1784 to 1807 and extends from the Great Lakes to the Rockies, from Athabasca to Missouri. A distinguished literary work, the Travels alternates between the expository prose of the scientist and the vivid language of the storyteller, animated throughout by a restless spirit of inquiry and sense of wonder. In the first volume of an ambitious three-volume project that will finally bring all of Thompson's writings together, editor William Moreau presents the Travels narrative as it existed in 1850, when the author was forced to abandon his work. Accompanying Moreau's transcription is an introductory essay and a textual introduction, extensive critical annotations, historical and modern maps, and a biographical appendix. The definitive collection of Thompson's works, The Writings of David Thompson will bring one of North American's most important early travellers and surveyors and his world to a whole new generation of readers.
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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 | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.004 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.003 |
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".