Asylum for Wayward Immigrants: Historic Ports and Colonial Settlements in Northeast North America
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The arrival of Europeans along the northeastern seaboard of North America heralded the introduction of Old World flora and fauna to the region. The analysis of archaeologically recovered beetle remains suggests that many species may have journeyed across the Atlantic in ships' ballast, food stores, and other provisions. The creation of artificial habitats which occurred as a result of the fisheries and the construction of settlements provided an ecological corridor that facilitated the successful invasion of the European biota. Many of these adventive or accidentally introduced beetle species are associated with synanthropic and disturbed-land habitats which would have been mimicked in the coastal colonies. The arrival of this fauna ultimately contributed to the creation of Europeanized spaces upon the North American landscape.
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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 | 0.000 | 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 it