Bibliographic record
Abstract
• Music of the Alaska-Klondike Gold Rush: Songs and History by Jean A. Murray -Reviewed by Michelle Mulder (pgs: 95) • American Indians in the Marketplace: Persistence and Innovation among the Menominees and Metlakatlans, 1870-1920 by Brian C. Hosmer -Reviewed by Margaret Seguin Anderson (pgs: 96-7) • Haa Aaniy Our Land: Tlingit and Haida Land Rights and Use by Thomas F. Thornton, Walter R. Goldschmidt, Theodore H. Haas -Reviewed by Charles Menzies (pgs: 97-100) • Those Who Fell from the Sky: A History of the Cowichan People by Daniel P. Marshall -Reviewed by Terry Glavin (pgs: 100-1) • "Keeping the Lakes' Way": Reburial and the Re-Creation of a Moral World among an Invisible People by Paula Pryce -Reviewed by Randy Bouchard (pgs: 102-5) • Out of the Mist: Treasures of the Nuu-chah-nulth Chiefs by Martha Black -Reviewed by Ron Hamilton (pgs: 106-8) • Les Sauvages de la Mer Pacifique: Manufactured by Joseph Dufour et Cie 1804-05 after a Design by Jean-Gabriel Charvet by Art Gallery of New South Wales and National Gallery of Australia -Reviewed by Roderick J. Barman (pgs: 108-10) • Almost a Hero: The Voyages of John Meares, R.N., to China, Hawaii and the Northwest Coast by J. Richard Nokes -Reviewed by Bruce M. Watson (pgs: 110-1) • Outpost: John McLoughlin and the Far Northwest by Dorothy Nafus Morrison -Reviewed by Morag McLachlan (pgs: 112-3) • The City of Yes by Peter Oliva • Ranald MacDonald: Pacific Rim Adventurer by Jo Ann Roe -Reviewed by Jean Wilson (pgs: 113-5) • The Burden of History: Colonialism and the Frontier Myth in a Rural Canadian Community by Elizabeth Furniss -Reviewed by Jo-Anne Fiske (pgs: 115-7) • Power and Place in the North American West by John M. Findlay, Richard White -Reviewed by Robert A. J. MacDonald (pgs: 118-20) • Women Who Made the News: Female Journalists in Canada, 1880-1945 by Marjory Lang -Reviewed by Veronica Strong-Boag (pgs: 120-2)
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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.612 | 0.635 |
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".