Introduction: India and Its Search for a Major-Power Role
Bibliographic record
Abstract
This book investigates the dynamics of the interaction between the world's major-power system and India's attempt to enter it, and the prospects of India's integration into that system as well as its implications for world politics. Although having long been an issue of some importance in the postwar international system, India's search for a major-power role has gained special significance in the light of its nuclear tests in 1998. In this work, we attempt to answer the following three principal questions: What are the sources of the conflict between the world's major-power system and India over India's attempt to enter that system, and what is the extent to which there is convergence and divergence among the existing major powers over that question? What factors are responsible for the largely muted, moderate and stretched-out – rather than activist, confrontational and precipitous – nature of India's aspiration to a major-power role? And what are the prospects for India's peaceful entry into the major-power system in the twenty-first century?
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How this classification was reachedexpand
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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".