Bibliographic record
Abstract
In her two books, Maia Ramnath attempts to construct an antiauthoritarian/anarchist anti-colonialist politics through an analysis of India’s freedom struggle. Ramnath reconstructs a history of Indian anti-colonial movements from an anarchist perspective, while seeking to locate forgotten possibilities such as the ‘libertarian Marxism’ of the Ghadar party and its successors. Haj to Utopia is an important addition to the literature on early communism in India inasmuch as it allows us to revisit said history in India in a renewed and critical manner. On the other hand, Decolonizing Anarchism is an ambitious book that seeks to unearth an antiauthoritarian account of India’s struggle for independence, but falls far short of its intended goal because of Ramnath’s inattentiveness to the implications of Hindu revivalism on caste and gender in India. Thus, she reproduces many of the characteristics of mainstream nationalist narratives.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.002 |
| 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".