Bibliographic record
Abstract
In his article "Robert Clive and Imperial Modernity" Nigel Joseph analyzes the work of Robert Clive by postulating the questions of why Clive would be emblematic of the bleak modernity of Tocqueville, Weber, and Foucault? Rapacious yet docile, personally ambitious yet capable of curbing ambition in others, Clive seems to be an anomalous figure. Joseph posits that Clive's career is a metaphor for both the trajectory of the imperial state and for the imperial subject. In order to retain his Indian-derived wealth, Clive is forced into a series of paradoxical postures: beginning as the archetypal private marauder, he transforms himself into the scourge of corrupt English officialdom. The actions of a Clive, restless, energetic, ambitious, seeking to be a propertied self in the home country, force a new synthesis. After Clive, and even more urgently after Warren Hastings, the nation is forced to take up the moral burden of empire. Thus, Joseph suggests that Clive represents the classic scenario of modernity: the individual subjectivity whose desire for things, for material wealth is assiduously encouraged, while rendered obedient towards a state that is represented as beyond material desire.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.005 | 0.026 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".