Bibliographic record
Abstract
Abstract This article focuses on two main subjects: the contemporary Christian imagery of martyrdom among Tamil speakers and the nonreligious imagery of martyrdom within the Tiger Movement (TM), which together with the People’s Movement (PM) is also known as Liberation Tigers of Tamil Ealam (LTTE), under the leadership of Vēluppiḷḷai Pirapākaraṉ (1954–2009). His task was to dismantle Tamil concepts of martyrdom from their Caiva and Christian content and to create new concepts that altogether were nonreligious. The military section of the Tiger Movement was defeated in May 2009, but the political section continues and its nonreligious concepts of martyrdom are cultivated annually at Great Heroes’ Day on November 27. The Tamil Resistance Movement became a purely political movement and is now active in the diaspora, especially in Canada, the United States, and the United Kingdom. In Īlam all reverence of martyrs of the Tiger Movement is strictly forbidden.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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 source (direct Gemma or distilled Codex), 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".