Bibliographic record
Abstract
Fort Vancouver, as the colonial "Capital" of the Pacific Northwest in the 1820s-1840s, supported a multiethnic village of 600-1,000 occupants. A number of the villagers were Hawaiian men who worked in the agricultural fields and sawmills of the Hudson’s Bay Company (HBC) operations. Identification of Hawaiian residences and activities has been an important element of studies of Fort Vancouver National Historic Site, Vancouver, Washington, since the 1960s. Kauanui calls for a "broad research agenda that accounts for Hawaiian movements in their respective contexts of conditions, periods, reasons, and desires, to allow us to better account for Hawaiian presence on the North American continent.” Her call is to counter attempts to minimize or alter modern Hawaiian cultural identity and to better define the Hawaiian diaspora history. Research on fur trade Hawaiians dispels the notion that Hawaiian history is limited to Hawaii and allows us to better contextualize the broader issues of fur trade identity and social transition in the Pacific Northwest associated with indigenous, fur trade, and American immigrant eras (e.g., Philips 2008; Klimko 2004). This paper discusses Native Hawaiians at Fort Vancouver, and explores the material evidence of their lives. In it, I raise questions regarding the identity of Hawaiians as revealed in the material culture and documentary record of the Fort Vancouver village. Further, I present the rationale for an expanded exploration of the village to better define the uses of the landscape to augment other ongoing studies of architecture, ceramics, tobacco pipes, glass vessels, and other archeological data.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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".