The foundation of island identity: Chamorro maritime practices and resistance in the Commonwealth of the Northern Mariana Islands
Bibliographic record
Abstract
Scholars have used terminal narratives when discussing Chamorro culture in the Commonwealth of the Northern Mariana Islands, especially in relation to its maritime connections. Researchers and administrators have done this explicitly by claiming that Chamorro people have lost touch with the sea because of long periods of colonization and implicitly through the routine omission of Chamorro people in studies of Micronesian cultures. Through a historical and archeological study that collaborates with contemporary Indigenous peoples, we argue that Chamorro maritime cultural identity, while it changed in response to the social environment, has persisted into the present. Maritime activities, particularly fishing and canoeing, have been a part of the daily lives of Chamorro people from 4,000 BP to the present, despite restrictions placed on these activities by four colonial powers. Furthermore, we find that asserting maritime connections have become a form of resistance in response to the current political climate.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".