Bibliographic record
Abstract
Darwinism and evolutionary theory have a bad track record in political theory, given their entanglements with fin-de-siècle militarist imperialisms, racialized hierarchies, and eugenic reformism. In colonial contexts, however, Darwinism had an entirely different afterlife as anticolonialists marshaled evolutionist frameworks to contest the parameters of colonial rule. This article exhumes just such an evolutionary anticolonialism in the political thought of Aurobindo Ghose, radical firebrand of the early Indian independence movement. I argue that Ghose drew on a nuanced reform Darwinism to criticize British imperialism and advance an alternative grounded in the Indian polity’s mutualism. Evolutionism formed a conceptual ecosystem framing his understanding of progress—national, civilizational, and spiritual—and reformulating the temporal and conceptual coordinates of the liberal empire he resisted. The article thus exposes the constructiveness of anticolonial politics, the hybridity of South Asian intellectual history, and the surprising critical potential of Darwinism in colonial settings.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.006 | 0.023 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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; both teacher heads agree on what is shown here.
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".