Critiquing the SNIJ Hypothesis with Corsica and Hawai'i
Bibliographic record
Abstract
This article incorporates an island Indigenous perspective into a discussion of the popular sub-national island jurisdiction (SNIJ) hypothesis that focuses on cultural and political aspects. Corsica and Hawai'i both fit the SNIJ profile; but, in each case, the island Indigenous population is excluded from the benefits that accrue to affiliated islands. An Indigenous perspective on the question of affiliation includes consideration of cultural factors like language and identity in addition to political elements like sovereignty, independence, and affiliation. Any SNIJ or independent small island that bears a colonial history requires accounting for the island Indigenous populations as distinct elements. Corsicans and Hawaiians alike have suffered loss of language, land, and lifeways since their transitions from independence to dependency, demonstrating that measures beyond the economic and sociodemographic need to be taken into account when determining the well-being of an island territory in its particular stage of decolonization.
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How this classification was reachedexpand
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 | 0.001 | 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 | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".