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 Markets, just like states, are systems of governance. Their justification must therefore meet similar standards of moral scrutiny, despite the fact that their authority structure is impersonal. In order to argue for the role of markets as systems of governance that raise similar justificatory burdens, this book provides a philosophical account of market institutions. According to this view, shared social institutions define a framework for how members of a political community think and act toward one another, consistent with citizens respecting themselves and one another as free persons, each entitled to guide their activities in light of their own judgments. The market is one of these shared institutions, so its rules must also be consistent with mutual respect as free persons. This perspective represents a fundamentally different way of thinking about economic life, which rejects both the view of economic actors as disconnected individuals in a state of nature and the view of economic actors as mere preference orderings that are inputs to a giant social welfare function. The book formulates a deeper framework for thinking about economic life, which can displace the familiar ideas that underpin contemporary neoliberalism and finance capitalism. In so doing, the book works out the implications of the idea that the burdens of equal citizenship extend to economic life, such that appropriately regulated markets and workplaces elicit and realize a system in which people respect one another as free. The book concludes with a defense of economic democracy, elements of which can be found under German codetermination.
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 | 0.002 | 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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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