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
This paper traces a mutually reinforcing set of arguments about the practice of history in the work of J. G. A. Pocock and Paul Ricoeur that responds to challenges posed to the autonomy of selves and their communities raised by both thinkers. It begins with their respective views on language, texts and actions, moves to the construction of narrative and historiography, and concludes with their account of selves and the communities to which they belong. Corresponding to these three considerations are a set of conclusions drawn with different emphases: first, that both texts and acts are potentially open to indefinite and plural interpretations; second, that narrative and historiography are constitutively contested modes of critical discourse continually open to the construction of new meaning; and third, that the contested, capable, narrative self, and the community to which that mediated self belongs, exercises autonomy as an active, responsible, reflective citizen and/or critical historian. It concludes from this study that the limited openness of language, narrative and identity constitutes the promise and risk of history as a contested and affective representation.
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 | 0.000 | 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) | 0.003 | 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 it