Causes of the India–Pakistan enduring rivalry
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 India–Pakistan rivalry remains one of the most enduring and unresolved conflicts of our times. Begun in the aftermath of the birth of the two states from British colonial rule in 1947, it has continued for well over half a century with periodic wars and crises erupting between the two rivals. The conflict has affected all key dimensions of inter-state and societal relations of the two antagonists. Despite occasional peace overtures and periods of détente, it shows no signs of a permanent settlement in the near future. Since the late 1980s, the open acquisition of nuclear weapons by the two states, the increasing number of crises involving them, and the introduction of terrorist tactics into the conflict have led to the heightened possibility of a cataclysmic war breaking out in South Asia with unimaginable consequences.
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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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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