Bibliographic record
Abstract
Abstract: While self-determination is a cardinal principle of international law, its meaning is often obscure. Yet international law clearly recognizes decolonization as a central application of the principle. Most ordinary people also agree that the liberation of colonial peoples was a moral triumph. This essay examines three philosophical theories of self-determination’s value, and asks which one best captures the reasons why decolonization was morally required. The instrumentalist theory holds that decolonization was required because subject peoples were unjustly governed, the democratic view holds that decolonization was required because subject peoples lacked democratic representation, and the associative view holds that decolonization was required because subject peoples were unable to affirm the political institutions their colonial rulers imposed on them. I argue that the associative view is superior to competing accounts, because it better reflects individuals’ “maker” interests in participating in shared political projects that they value. The essay further shows that if we accept the associative view, self-determination is not a sui generis value that applies to decolonization alone. Ultimately, our intuitions about decolonization can be justified only by invoking an interest on the part of persistently alienated groups in redrawing political boundaries. The same interest may justify self-determination in additional cases, such as autonomy for indigenous peoples, or greater independence for Scotland or Quebec.
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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 | 0.008 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.064 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".