Bibliographic record
Abstract
In this article, I present John Russon’s phenomenological method of authorless description. I trace this method to Russon’s engagement with Aristotle, Hegel, and Heidegger. Speciically, I claim that he is informed by Aristotle’s practice of accounting for appearances, Hegel’s method of presuppositionless science, and Heidegger’s project of preparation to “let being be.” I apply this to Russon’s book, Sites of Exposure, and his account of both the human need to transcend the home towards an open-ended realm of indifference and the concrete development of the conditions in which that is made possible in what we call the modern world. I present his account of the emergence of representative democracy, modern science, and glob-al capitalism. I argue that Russon’s method provides essential tools for understanding the promises and failures of what we call the modern world and the imperative of openness that ought to guide us in striving to address those failures.
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 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 | 0.022 | 0.031 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.003 |
| Science and technology studies | 0.007 | 0.038 |
| Scholarly communication | 0.009 | 0.019 |
| Open science | 0.004 | 0.008 |
| Research integrity | 0.004 | 0.008 |
| Insufficient payload (model declined to judge) | 0.014 | 0.005 |
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".