Tightly Bound: The United States and Australia's Alliance-Dependent Militarization
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
Contemporary Australia is a case of dependent, high-technology liberal militarization, but with distinctive characteristics pointing to a model that must look beyond standard concerns with increasing national defense budgets, more and better weapons systems, an “exceptionalist” approach to immigration security and a predilection for use of military force in international affairs. In a world and time where militarization is a global norm embedded in globe-spanning military alliances and world-wide networks of foreign military bases, discerning the lineaments of one particular national instance can be both difficult and potentially misleading. In liberal democracies, national self-conceptions resist identification with the harsh implications of reliance on, or valorization of, military force, unless it can be viably represented as defense of freedom, just war, or wars against unspeakable Others. And in the case of liberal democracies originating in a settler state with ongoing unrecognized conquest of indigenous peoples – think Australia, the United States, Canada and Israel – the racially inflected violence at the foundations of state-formation and national identity continues to ramify through the default settings of contemporary foreign policy. All three qualities distinguish the contemporary pattern of Australian militarization from the standard versions of either exceptionalist or liberal militarization.
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 | 0.000 | 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 | 0.001 | 0.001 |
| 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 it