Securing the Economy and Economizing Security: An Analysis of Material Influences Underpinning Canada’s Position on the Israel-Palestine Conflict
Bibliographic record
Abstract
This thesis explores Canada’s relationship to Israel using a document and policy analysis in an attempt to reconcile discursive elements with actual bilateral relations between these two nations. Using a Marxian approach to interpreting Israel’s military-industrial complex from the geopolitical perspective of Canada, this research highlights how Palestinian resistance contributes to the labour required for the production of security commodities within the capitalist world system. Documents retrieved via Canada’s Access to Information Act reveal how the bureaucratic processes needed to facilitate capital accumulation are carried out between Canada and Israel. Despite Canada’s historic rhetorical position as a neutral mediator, findings suggest that Canada is in collaboration with Israel’s colonization of Palestine and positions itself in accordance with its own interests of capital accumulation. Moreover, they suggest that while pushing towards productivity is not the reason Israel and Canada colonize Palestine, it is the means by which they colonize Palestine.
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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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.015 | 0.012 |
| Scholarly communication | 0.011 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 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".