Bibliographic record
Abstract
• Into the House of Old: A History of Residential Care in British Columbia by Megan Davies -Reviewed by Patricia Vertinsky (pgs: 87-9) • Between Justice and Certainty: Treaty Making in British Columbia by Andrew Woolford -Reviewed by Paulette Regan (pgs: 89-91) • Musqueam Reference Grammar by Wayne Suttles -Reviewed by Dorothy Kennedy (pgs: 91-4) • Islands in the Salish Sea: A Community Atlas by Sheila Harrington, Judi Stevenson -Reviewed by Coll Thrush (pgs: 94-6) • Jean Coulthard: A Life in Music by William Bruneau, David Gordon Duke -Reviewed by Janette Tilley (pgs: 96-7) • Raincoast Chronicles Fourth Five by Howard White -Reviewed by Jocelyn Smith (pgs: 98-9) • Pro- Family Politics and Fringe Parties in Canada by Chris MacKenzie -Reviewed by John Dyck (pgs: 99-101) • In Plain Sight: Reflections on Life in Downtown Eastside Vancouver by Leslie Robertson, Dara Culhane -Reviewed by Lara Campbell (pgs: 101-2) • Marine Life of the Pacific Northwest: A Photographic Encyclopedia of Invertebrates, Seaweeds and Selected Fishes by Andy Lamb, Bernard P. Hanby -Reviewed by Tony J. Pitcher (pgs: 103-4) • Homefront and Battlefront: Nelson BC in World War II by Sylvia Crooks -Reviewed by Duff Sutherland (pgs: 105-6)
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 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.641 | 0.636 |
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".