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
This article theorizes the relationship of privacy to capital and projects of security and, in doing so, situates privacy in context to pacification. In particular, the article provides an interrogation of the contradictory structuring of privacy as both an object threatened by security and the role of privacy as a means to resist or limit projects of security. Through an analysis of Thomas Hobbes’ writings, this contradictory dual-deployment of privacy is unseated to reveal that far from challenging security, privacy has historically been presupposed and structured by security projects. Moreover, by acclimatizing us to our existence as atomized individuals, alienated from our collective social power, privacy in fact pacifies us. This process is explored through an examination of the Passenger Flight List agreement (PNR) between the United States and EU member states. The article concludes with a brief discussion of the implications of our reliance on privacy has for challenging the logics of security and pacification, especially with the emergent technology of Drones.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| 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