Bibliographic record
Abstract
In his 2012 book On Global Justice, Mathias Risse makes an invaluable contribution to the literature on theories of global justice. In this paper, I offer a critique of the fourth and final part of the book, entitled “Global Justice and Institutions,” which deals with the standing of the state within the pluralist internationalism defended by the author. My focus here is on the justification of the state system and the discussion on utopian ideals. I agree with Risse that the state remains the inescapable political structure that any serious theory of global justice must internalize within its conceptual framework. However, I differ from Risse’s approach in that I place greater emphasis on the historical contingency of the state system, including how prescriptions of global justice reflect historical contingencies stemming from globalization. From this point of view, pluralist internationalism should then be understood as a conceptual paradigm that mirrors its own historical contingency as embedded in our current world order. This recognition of the historical contingency of the state system serves two important purposes. One, it is a bulwark against any tendency to discredit too quickly the philosophical and practical relevance of ideal theory. Two, it buttresses the stance that we might still have the moral duty to pursue the goal of global justice beyond pluralist internationalism.
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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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.026 |
| Scholarly communication | 0.011 | 0.010 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.003 | 0.008 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".