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
This chapter follows the journey of Norwegian collector Johan Adrian Jacobsen to the Pacific coast of Canada to collect as much as possible from the Northwest Coast tribes (especially the Haida) living between Alaska and Vancouver. The chapter chronicles his predicament when he arrived at the location of Northwest Coast tribes and found private collectors, a representative of the Smithsonian Institution in Washington, DC, and tourists—hordes of them—who came in the summers to the port cities, towns, and even some villages. The chapter then describes how he went door-to-door in villages, and found many people with beautiful and fascinating things to sell. It highlights the Haida crest pole, a focal point in the atrium of Bastian's Museum, which Jacobsen purchased from a man who had converted to Christianity in the Haida village of Masset, in the Queen Charlotte Islands. The chapter stresses that Jacobsen's trip was part of Bastian's hypercollecting—attempting to get as much as possible as fast as possible.
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.
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 | 0.007 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it