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
The political and legal theory of Giorgio Agamben, specifically his concept of homo sacer, can be usefully deployed to understand the regulation and treatment of sex offenders. It is argued that the sex offender can be conceived of as a non-citizen or bare life — the homo sacer — and that this elucidates the degrees of violence and forms of abjection visited upon sex offenders in western societies. Through the institution of laws aimed at protecting communities from sex offenders, specifically community notification and civil commitment laws, there is the production of a ban, whereby the sex offender is displaced into a lawless space — a camp. In this `camp', the sex offender is subjected to GPS electronic monitoring, surgical/chemical castration and various other forms of sovereign violence at the hands of professionals and anti-paedophile vigilante groups. This article shows that in the exertion of sovereign power, where the sex offender is placed in the ambiguous terrain of the camp, there is a restoration of order and maintenance of the sacred.
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 | 0.001 | 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 | 0.001 | 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 | 0.000 |
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