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 ‘On a Supposed Right to Lie from Philanthropy’ (SRL) Kant makes the astonishing claim that one is not entitled to lie even to save a friend from a murderer. This claim has been an embarrassment for Kant's defenders and an indication of Kant's excessive rigour for his detractors. Responses to SRL fall into three main groups. The first of these groups, that of Kant's critics, claim that SRL demonstrates that Kant's ethical views are so rigorous that they become abhorrent in practice. The second group, Kant's defenders, argues that Kant's conclusions in SRL do not follow from his own ethical principles. The third group, made up of scholars who are generally sympathetic to Kant's position, attempts to explain why a liar is responsible (but an honest person is not) for all the bad consequences that follow from his act by providing an account of Kant's theory of imputation.
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 | 0.001 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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