Bibliographic record
Abstract
This paper demonstrates that when the concept of ethicalpolitical responsibility is taken in its modern sense as a decision or outcome based on the protocols of reason, responsibility is neither simply possible nor simply impossible. Paradoxically, it appeals to a demand that it cannot fulfil; responsibility is thus (im)possible. Moreover, insofar as a deconstructive demonstration of this aporia is itself a response to reason’s own demand, deconstruction cannot be characterized as simply responsible or irresponsible. Rather, deconstruction inscribes itself as the interior limit of the order of ethics, of responsibility, as such. Deconstruction is thus characterized best as an (ir)responsible interrogation of the very principle of reason to which political philosophers such as Habermas appeal when they invoke responsibility. To this extent deconstruction enacts the strange responsibility of interrogating critically precisely what is deemed ‘just’.
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 | 0.016 | 0.039 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.033 |
| Scholarly communication | 0.013 | 0.009 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.008 | 0.008 |
| Insufficient payload (model declined to judge) | 0.012 | 0.002 |
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".