Civilianization and National Defence Headquarters : the cause of all evil?
Bibliographic record
Abstract
Importantly, civilianization is distinct from the notion of civilian control of the military.Civilian control entails govemment control of the actions and duties of the military.Civilianization, in contrast, relates to organizational culture and concems the shift in military culture and decision making processes away from leadership towards a bureaucratic or civilian process.David Bercuson summed up the problem of civilianization as a process that "placed administrative acumen above military insight on the list ofqualities required ofCF offrcers."r'zAllan English also argues that "the general consensus among most writers is that too many civilian values have been assimilated by the CF, and that these values are debasing the fundamental war-fighting ethos of the CF."r3In essence, civilianization has resulted in the decline of the professionalism ofthe military officer by moving them away from the core attributes of the professional officer.One of the most vocal critics of the structure of NDHQ has been Dr.
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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 | 0.000 | 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) | 0.000 | 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".