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 2007, a private corporation specializing in deep-sea salvage retrieved a treasure-laden shipwreck in international waters southwest of the Iberian Peninsula. The wreck was that of a Spanish warship that sunk during the Napoleonic wars. Following the discovery, a legal dispute arose in U.S. federal courts, between the corporate salvors, the Kingdom of Spain, and other litigants. At issue in the legal proceedings was the status of the shipwreck and whether it was protected by sovereign immunity. At the heart of this case are differing political imaginations concerning the authority of states and the role of corporations in the contemporary global order. Through a close reading of court documents and the narratives in which the courts’ rulings are embedded, we demonstrate that the case is symptomatic of the tension in neoliberal sovereignty between two overlapping and at times competing political rationalities: the neoliberal logic of capital and commerce and the logic of sovereign prerogative.
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) | 0.004 | 0.003 |
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