Bibliographic record
Abstract
Considering that it was summertime, the weather in New England was puzzlingly cold. Nonetheless, the men in the seabeaten wooden ship offered thanks, in the Protestant fashion, for the bounty of fresh provisions: oysters and seals; vast herds of deer, tule elk, and pronghorn. Mutual curiosity informed their encounters with the people they met. The English admired their extraordinary basketwork, their shell ornaments, their headpieces of brilliant black condor feathers. If the bio- and ethnoscapes of this New England sketch seem a little off, it is because I have moved its longitudal coordinates west by fifty degrees and spun the time setting of an originary North American encounter back by several decades. The English sailors and supplicants were not Puritan separatists but the remainder of Sir Francis Drake's circumnavigation expedition, which made landfall along the Pacific coast—by most estimates, in northern California—in 1579. The story of their several weeks' stay there is speculative in many senses. The fortuitously named Golden Hind returned loaded with treasure; the marker that Drake supposedly placed near his landfall buttressed unfulfilled English territorial claims for many years after; and in our own day historians, anthropologists, and geographers both trained and untrained continue to debate the precise location of Nova Albion. This is the very stuff of which counterfactual histories and speculative historical fictions are made: what if other Englishmen had later returned with settlers and supplies? If the English colonial project along the North American Pacific had rooted itself earlier, and farther south than Vancouver, would its later pattern of settlement have pulsed west to east across the continent instead of east to west?
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| 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 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".