Strategic scarcity: The origins and impact of environmental conflict ideas.
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 thesis examines the origins and impact of environmental conflict ideas. It focuses on the work of Canadian political scientist Thomas Homer-Dixon, whose model of environmental conflict achieved considerable prominence in U.S. foreign policy circles in the 1990s. The thesis argues that this success was due in part to widely shared neo-Malthusian assumptions about the Third World, and to the support of private foundations and policymakers with a strategic interest in promoting these views. It analyzes how population control became an important feature of American foreign policy and environmentalism in the post-World War Two period. It then describes the role of the "degradation narrative" -- the belief that population pressures and poverty precipitate environmental degradation, migration, and violent conflict -- in the development of the environment and security field. Based on archival research and interviews with key policymakers, foundation officers, and scholars, the thesis identifies a process of "circumscribed heterodoxy" in which an illusion of openness to diverse views masks a politics of uniformity at both the project and policy level. It examines the intentional and unintentional effects of environmental conflict ideas on U.S. policy institutions, and considers the nature of the knowledge communities that formed around these ideas. In so doing, the thesis offers insights into the complex relationships between knowledge, power, and policy.
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.014 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it