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
When philosophers recommend an attitude to death, no less than when they recommend the correct attitude to sex, we presume such advice to be grounded in rational considerations about what is natural and proper. Two things must follow: first, that there will be room for perverted attitudes to death; second, that some objective facts about death can be found to justify such an evaluation. I explore aparallel between the duality of psychological and biological approaches to erotic desire, regarded asthe paradigm of all desire, and a similar duality in the fear of death, regarded as the paradigm ofalaversion. Each invokes an objective teleological fact about their respective objects, and a consequent norm of correctness in our attitudes towards them. The exploration of these two related ideas requires that we yield as generously as possible to the temptation to believe them. Tolstoy's Death of Ivan Ilych can be read as a meditation that makes the temptation vivid. None of this succeeds in vindicating a concept of perversion. Rather, it throws into relief both the attraction and absurdity ofcountenancing any notion of perversion.
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) | 0.000 | 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