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
The Distant Early Warning Line (DEWline) marks the intersection of military-technological and cultural discourses. It was both a radar system and a conceptual way-station in the fraught history of Canada’s Arctic, a punctuation point between the utopian socialism of F.R. Scott’s “Laurentian Shield, the “near-future warnings” of Marshall McLuhan, and the ecological anxiety of our contemporary North. Further, the DEWline exists at the intersection of national, civilian space—it is, after all, designed for defence—and the totalities of the Cold War. As such, the DEWline is productive, challenging, and elusive. It is a measure of both weaponized information and nuclear anxiety, as well as a literal contact zone between what Rachel Woodward calls militarism’s “moral order” and the cultural work of a critic like McLuhan or a poet like Scott. It is also one way in which civilians can understand how militarism’s discourses and epistemologies construct landscapes and subjects far beyond the range of its radar.
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 | 0.002 | 0.000 |
| 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