Bibliographic record
Abstract
Does the kind of socialist ideal articulated by G. A. Cohen in Why Not Socialism? add anything substantial to the Rawlsian conception of justice? Is it an ideal that Rawlsians should want to take on board, or is it ultimately foreign to their outlook? I defend a mixed answer to these questions. On the one hand, we shouldn’t underestimate the extent to which Rawls's theory already addresses the concerns that motivate Cohen’s appeal to the socialist ideal. Within the bounds of a society living up to Rawls’s two principles of justice, I maintain, there would be little room left for an ideal of social relations to do any independent work. On the other hand, Cohen’s ideal may still have an important role to play within Rawlsian theory – not within the confines of a given society but on the international stage, beyond the liberal state as we know it. This asymmetry between the domestic and the international case stems from the fact that Rawls's principles of justice apply in full strength only at the domestic level. Because the principles of justice that hold at the international level are less demanding, I contend, they leave space for the socialist ideal to play a significant role.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.032 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.005 | 0.007 |
| Scholarly communication | 0.010 | 0.006 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.007 | 0.007 |
| Insufficient payload (model declined to judge) | 0.095 | 0.036 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".