From DPT to DTP? America's Own ‘Clemenceau–Poincaré Moment’ and Transatlantic Security
Why this work is in the frame
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Bibliographic record
Abstract
Abstract This article asks whether the differing manner in which liberal-democratic allies perceive security threats might prove corrosive to their alliance. In effect, the authors seek to test the assumption that ‘democratic alliances’ and liberal-democratic security communities are virtually indestructible so long as the members remain liberal democracies. The case chosen for diachronic analysis is the collapse of Anglo-American-French comity in the immediate aftermath of the liberal-democratic allies' victory in the First World War. Argued here is that differential threat perception (or DTP) contributed significantly to the ending of meaningful security cooperation among the group. In this sense, DTP seems to have weakened the conceptual underpinning of the democratic alliance implied by democratic peace theory (or DPT).
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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 | 0.000 | 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) | 0.001 | 0.001 |
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