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
Abstract Comparing the five cases of judicial interpretation of human dignity, the chapter argues that the notion of dignity has undergone significant transformations: courts have often equated it with an individualistic understanding of autonomy and self-determination, which has sometimes lent itself to extreme subjectivism. This approach has become the standard narrative—a secularized notion of dignity removed from its religious connotations—though those with a Christian background—Canada, Colombia, and the European Union—have experienced a much wider, more explicit rupture from religion than have Egypt and Israel. Through this process, which has often reflected the thinking of Immanuel Kant and Ronald Dworkin, courts have created dualism between the autonomy-centred concept of dignity and the intangibility-centred notion of sanctity that retains a religious component. However, this process has been controversial and ostensibly selective. The judicial trajectory has probably made dignity narrower and more manageable but also highly contentious and even divisive.
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) | 0.002 | 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