Bibliographic record
Abstract
Narayan (b. 1939) is a tribal fiction writer from Kerala, India. His debut novel, Kocharethi, which depicted the lives of two generations of a family of the Malayarayar tribe, was published to much critical acclaim in 1998 and won the prestigious Kerala Sahitya Akademi Award for the year 1999. The novel’s English translation titled, Kocharethi: The Araya Woman was published in 2011. Besides Kocharethi, Narayan has published seven other novels and five short story collections. Narayan’s Malayalam short story, “Kula Devata” translated here as, “The Clan Deity” offers a rare glimpse of the tribal religion and the coming into being of the cult of goddess worship among them. The tribals depicted in “The Clan deity” do not seem to be the vagrant/nomadic type; they are a settled people that engage chiefly in cultivation and possibly livestock rearing. The short story, which is symptomatic of the thematic preoccupations of Narayan in general, powerfully exposes how the ingrained prejudices about tribals as being primitive, barbaric, and with no legitimate claims for land-ownership, lead to biased and revisionist historiographies.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| 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 | 0.003 |
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".