Robert Brown and the Vancouver Island Exploring Expedition
Bibliographic record
Abstract
Robert Brown, a twenty-one-year-old Scotsman, arrived on Vancouver Island in 1863 for the purpose of collecting seeds, roots, and plants for the Botanical Association of Edinburgh. Relations with his employer quickly deteriorated, however, and when the opportunity arose in 1864 to head the Vancouver Island Exploring Expedition, Brown eagerly accepted the position as its commander. During the four and a half months of the expedition, Brown kept a journal which is published here for the first time. It is remarkable for its record of life on Vancouver Island over a century ago and its description of the island's pristine wilderness as well as for its proposals for future economic development. The accounts of agricultural settlements at Cowichan, Chemainus, and Comox and of the coal-mining town of Nanaimo are among the earliest available. The Vancouver Island Exploring Expedition did not venture north of Comox, but it crossed the island at several points, often by new routes, and in the process left its mark by giving place names to several locations. The expedition's most celebrated achievement was the discovery of gold at Leech River, named after the second-in-command, which resulted in a short but sensational gold rush. Robert Brown was exceptionally interested in the way of life of the native people. His entries on land reserve policies and on the failure to settle land claims are especially pertinent today. Excerpts from his related writings, among them one of the earliest records of a potlatch (at Alberni) and a collection of Indian myths and legends display an appreciation unusual at that time. Most of the known drawings of the expedition by Frederick Whymper, the travelling artist, are included in the book and give a contemporary view of many of the sites the expedition encountered. A checklist of Brown's other writings on the northwest coast completes the book.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.014 | 0.004 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.021 | 0.004 |
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".