Papahanaumokuakea Marine National Monument Expanding Protections to Conserve Hawaiian Culture and Biodiversity
Bibliographic record
Abstract
Papah?naumoku?kea means "a sacred area from which all life springs" and is the Hawaiian name for the Northwestern Hawaiian Islands Marine National Monument. To Hawaiians, Papah?naumoku?kea is a place of honor, believed to be the root of native ancestral connections to the gods, and the site to which spirits return after death. The islands and the water around them are home to more than 7,000 species, a quarter of which are found nowhere else on Earth. At the time of its creation in 2006, the Papah?naumoku?kea Marine National Monument was, at 140,000 square miles (363,000 square kilometers), the largest fully protected marine park in the world. Its designation marked the first time a protected area of such significance had been established in the ocean.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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".