Cinderella’s Star: The CP 140 Aurora and the Evolution of the Royal Canadian Air Force’s Modern Long Range Patrol Capability, 1939-2015
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
This article traces the story of the Royal Canadian Air Force’s maritime air capability and the incredible ups and downs it has experienced throughout its service to the nation. Whether it was the stunning highs that it enjoyed during the Second World War and Cold War eras as well as the recovery it has made during recent overseas operations on the one hand, or the extreme lows it faced after the defeat of Nazi Germany and the end of the Soviet Union on the other, the maritime air community has led a life of boom and bust. Its story therefore exposes some of the challenges and risks that governments and militaries take when trying to adapt to new and unpredictable changes in the geopolitical and strategic environments.
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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 | 0.001 | 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) | 0.000 | 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