A Comparative Analysis of Canadian and Czech Security Policies in the Context of ISAF Mission: From Motivation to Exit
Bibliographic record
Abstract
This work focuses on approach of security policy toward foreign missions and interventions. I focused on the application of the theory of comparative analysis in the social sciences . The aim of this work is to analyze the development of security policies in Canada and the Czech Republic in relation to the ISAF mission in Afghanistan. Across-case comparative research metho emphasising the contrast of context separated the timeline of my work into two period: 2001-2006 and 2006-2014 . This paper examines the official positions of the Government of Canada and the Czech Republic as different context's members within the North Atlantic Treaty Organization . The data I worked with using techniques text-by-text, completed by point-by-point scheme. The idea is to demonstrate motivation of the States before joining the ISAF mission (2001) and the current reflection of the so-called exit strategy - only the Canadian ISAF mission has been terminated.. The result of this work is to understand the formation of security policy in the country from the Old continent as a new member of the NATO and long-term Alliance's member with different geographical and political environment. Different internal political developments in both countries had an influence on the shift in the priorities of the foreign.security...
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.008 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".