Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This book critically investigates the discourses and practices of human security and aims to delve below the stereotypical imageries representing them. Drawing on Foucault and Deleuze, the author approaches human security from a new perspective, with the aim of ascertaining what has been behind and underneath a certain spatio-temporal articulation of human security, and with what political implications and consequences. Each human security assemblage is composed of messy discourses and practices which are loosely related and sometimes even disconnected. This book examines the Canadian and Japanese articulations of human security and establishes the kinds of structural terrains have enabled, shaped, or blocked the unfolding of these versions of human security. The pivotal contention of the book is that Canadian and Japanese articulations of human security have been different because they have grown from completely different domestic economies of power governing the relationship between the state apparatus and the non-profit and voluntary sector. While the Canadian human security assemblage has been shaped by transformations in the country’s advanced liberal model of government, the Japanese has been shaped by the continuities of Japan’s bureaucratic authoritarianism. A novel approach is employed for the related process-tracing: a general series linking structural conditions with actual articulations of the human security projects, and their further development, including analysis of their unintended consequences. This book will be of much interest to students of Critical Security Studies, human security, global governance, foreign policy and IR/Security studies.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.003 |
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 it