Wartime Emergency and the Education of Deaf Children, 1941–1944
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
According to historical accounts, three Canadian schools for deaf children temporarily vacated their premises during World War II (1939–1945). Under the British Commonwealth Air Training Plan, the Manitoba School for the Deaf in Winnipeg was the third wireless school site for the Royal Canadian Air Force (RCAF), from February 17, 1941, to December 31, 1944. In Vancouver, British Columbia, the RCAF took over the grounds of Jericho Hill School for the Deaf, which was in proximity to the RCAF Station Jericho Beach, from early 1942 to December 1945. And the Ontario School for the Deaf (OSD) in Belleville was home to the RCAF No. 5 Initial Training School (RCAF #5 ITS) for potential aircrew from August 1, 1941, to July 15, 1944 (Figure 1). (Please note that the Ontario School for the Deaf [OSD] is currently named Sir James Whitney School for the Deaf.)
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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 it