Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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.
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.
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 | 0.001 | 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) | 0.000 | 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 it