Douglas Memorial Hospital Auxiliary Records
Bibliographic record
Abstract
A special meeting of the Col. Kerby Chapter of the I.O.D.E. was held at the home of Mrs. Kathleen McGill on 27 October 1931. The intention was to form a hospital auxiliary for the Douglas Memorial Hospital in Fort Erie, Ont. It was moved by Miss Vahey and seconded by Miss Graham that the Daughters of the Empire form a hospital auxiliary with the membership restricted to Daughters of the Empire only. Officers elected were Mrs. O.C. Teal, convener, Mrs. N. [Kathleen] McGill, assistant convener, Mrs. F. Rapelje, secretary-treasurer. By 1935 the auxiliary removed the membership restriction and welcomed all women in the community to serve in the auxiliary. In 2001 the auxiliary celebrated 70 years of service. The Col. Kerby Chapter of the I.O.D.E. was founded in 1914 and named in honour of Col. James Kerby, former collector of customs, postmaster, magistrate and member of the legislative assembly for York.
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 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.007 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.612 | 0.467 |
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".