Bibliographic record
Abstract
The world of Indian Dalits is far removed from the urban metros in which most English-educated Indians live today, even when they live in the same physical areas. With most narratives written in local languages, they remain limited to the region. In this context, translations play a major role: writers create regional/national literature, translators world literature. To a great extent, they represent Fourth World Literature, a term coined probably by George Manuel and popularised by the realisation that even within the most developed regions of the world, we have people still denied even the basic necessities of life like food, clothing, shelter, sanitation, health-care and education. Though the term was originally used to refer to the aborigines of America and Canada, it may as well refer to the Dalits of India. The Dalits of India and their writings are indeed an inalienable part of this Fourth World. This paper attempts to analyse Ratan Kumar Sambharia's Thunderstorm, translated by Mridul Bhasin (Hachette, India 2015) in terms of thematic concerns which showcase the actual conditions of the Dalits of our country.
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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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
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".