A sea uprooted: Islandness and political identity on Chiloé Island, Chile
Bibliographic record
Abstract
In 2016, the people of Chiloé, an island in Southern Chile, mobilised against the Chilean state for a period of over three weeks.The conflict was triggered by an environmental crisis that affected the main economic activities of the island: salmon farming and artisanal fisheries.This article argues that 'islandness' should also be understood as a political stance toward the state.Based on in-depth interviews and an exploration of the concept of islandness, the paper examines the mayo chilote, and contributes an empirical reflection on the transformation of islandness as a political position by analysing the tension between two narratives, each demanding different treatment for the island: demand for redistribution led by those directly affected by economic losses resulting from the crisis, and autonomy as development, involving deeper and broader criticism of historical relations with Chile.We aim to contribute to island studies by providing a non-binary understanding of processes of identity and social mobilisation.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.008 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".