Wartime Emergency and the Education of Deaf Children, 1941–1944
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.)
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.005 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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 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".