Bibliographic record
Abstract
This paper assesses V.S. Naipaul's A Bend in the River on the basis of the ideological orientation of the author and its manifestation in the novel, especially as represented in the frame of reference of the first-person narrator, Salim. The paper proposes that the community of Indian migrants to which Salim belongs is best understood as a non-native native group because of the ambiguous position it occupies in the colonial order. The paper questions the suggestion that Naipaul offers for the way out of that ambiguity on the grounds that it is meant to denigrate the African people. The paper argues that Salim functions primarily as a medium through whom Naipaul channels his own views regarding Africa. It does so through close examinations of Salim's views about Africa and of parallels between those views and Naipaul's own as evidenced by comments that commentators like Achebe and Theroux have made about Naipaul's perception of Africa.
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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".