Bibliographic record
Abstract
Narrator: Brygadyr, Stanley W., 1938- Interviewer: Interviewed by Xander Hannaford-Craveiro Interview Date and Location: 6 March 2025, Victoria BC Synopsis This interview goes over Colonel Stan Brygadyr’s time in the Royal Canadian Navy and Airforce, starting with the early days of why he joined & initial training for the Naval Aviation wing of the RCN. It then moves to talking about his time aboard the Carrier HMCS Bonaventure, and the involvement in the Cuban Missile Crisis, the 1963-64 Cyprus Crisis, and a flyover at Puerto Rico when the new Canadian flag was inaugurated. He also talks about aircraft launching logistics and Anti-Submarine Warfare, which he primarily did, alongside talking about NATO exercises and training. The interview then shifts to talking about the unification of the Canadian military in 1968 and the scrapping of Bonaventure, all of which meant that he transferred over to the Airforce, which is the topic of most of the rest of the interview, before ending off with military honours received, opinions on the military’s current capabilities, and greatest achievements. 00:00 – 17:43 – Introduction & early days training in the RCN naval air wing. 17:44 – 20:50 – Time aboard HMCS Bonaventure. 20:51 – 34:10 – Bonaventure & the Cuban Missile Crisis. 34:11 – 43:05 – Bonaventure & the Cyprus Crisis of 1963-64. 43:06 – 49:11 – Detachments to American carriers & logistics of launching aircraft. 49:12 – 53:40 – Flyover at Puerto Rico during the ceremony of the raising of the new Canadian Maple Leaf flag in 1965. 53:41 – 58:48 – Anti-Submarine Warfare training and exercises. 58:49 – 1:01:03 – Exercises with fellow NATO allies. 1:01:04 – 1:07:03 – The 1968 unification of the three Canadian military branches into the Canadian Armed Forces & opinions on it. 1:07:04 – 1:15:23 – Opinions on the decommissioning & scrapping of HMCS Bonaventure and the decision to join the airforce (renamed Air Command). 1:15:24 – 1:23:33 – The transition into the airforce, the new planes flown, & NATO training exercises. 1:23:34 – 1:26:20 – Time at the Toronto CAF Colleges & what they do. 1:26:21 – 1:32:52 – Military honours Colonel Brygadyr received. 1:32:53 – 1:46:40 – Opinions on the current state of Canadian military capacity & funding. 1:46:41 – 1:52:48 – Greatest achievements & lessons to learn from his service. 1:52:49 – 1:53:30 – Closing statements.
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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 | 0.003 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.007 | 0.002 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.009 |
| Insufficient payload (model declined to judge) | 0.039 | 0.017 |
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".