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 outlines the foundations of a nomos-observing theory of social justice, termed ‘rule egalitarianism’, that explains how the seemingly contradictory merger of classical liberalism and social justice is conceivable. The first step towards such a theory consists in ensuring that a concern for the rule of law is etched in the very core of our understanding of social justice, in which case some egalitarian rules will be acceptable from a classical liberal viewpoint. The legal framework of capitalism can indeed be designed to reduce inequality in the name of justice inasmuch as any egalitarian goal is specified in terms of institutional rules. More precisely, rules in a liberal polity should be general and abstract, which will lead us to establish a distinction between four concepts of rules, namely between laws, regulations, statutes and decrees. Moreover, against the neoclassical liberal understanding of social justice, rule egalitarianism argues that having general and abstract rules of market capitalism imposes some constraints on any institutional framework so that social justice becomes necessary to correct the errors of imperfect generalisations, leaving some people behind.
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 | 0.011 | 0.009 |
| 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 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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