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
Globality denotes the development of society on a universal scale. Society is no longer contained by the nation state and social solidarity in the Durkheimian sense becomes global rather than national. This development intensifies the ethical challenge of modernity: the development of a cosmopolitan conception of the human subject. This paper asks what this ethical challenge demands both of us as individual citizens and of the states to which we belong. A cosmopolitan conception of the human subject is one that abstracts from group-based differences of identity in specifying what it is to be a person. Whether people get to be persons depends on the action of the state in providing a constitutional framework of right. It depends also on individuals becoming both willing and able to be self-determining persons who can recognise their fellows as persons. The development of a cosmopolitan conception of right is hindered by profound ambivalence about the modern project of self-determination and the demands it makes of us. It is hindered also by the lack of a secular account of the human subject and by conceptions of human rights that follow upon an onto-theological conception of the human subject. These are anti-statist in orientation and share this in common with laissez-faire economic globalism. Cosmopolitan right depends on both persons and states understanding what it would mean to re-conceive the res publica such that states are oriented as public authorities within a constitutionally governed interstate order.
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 | 0.001 | 0.002 |
| 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