Canadian Ballistic Missile Defence From the Sea: Interoperability and Sea-Based BMD
Bibliographic record
Abstract
The current debate over missile defences in North America is focused on the defence of national territory and the technological feasibility of proposed ballistic missile defence systems. The evolutionary shift of Canadian defence policy towards an expeditionary strategy, however, indicates a requirement for some level of BMD capability to protect deployed troops and the relatively unprotected logistic, administration and civilian population centres. Adversaries will likely use these politically charged weapons to bypass superior frontline conventional forces to strike the more vulnerable rear areas. This article proposes that the Canadian Navy offers the most cost-effective and flexible approach to BMD. Sea-based BMD benefits from the same characteristics that warships bring to their other functions, notably their flexibility, versatility, and strategic mobility. Underlining the entire debate is the requirement for interoperability with the US Navy in the fielding an integrated defence against these asymmetrical weapons.
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How this classification was reachedexpand
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 | 0.002 | 0.001 |
| 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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".