"Wędrówki artysty. Indiańskie dziedzictwo Kanady" – romantyczny wizerunek na płótnie
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
"Wanderings of an Artist among the Indians of North America" (1859) is an exquisite compilation of literary and artistic works. The book presents two extraordinary expeditions into remote areas of wild Canada by the painter Paul Kane. His journey documents life, traditions, habits and customs of North American Indian tribes, inhabiting distant regions untouched by Western civilization. The paintings and descriptions form an evocative exhibition of the artist’s achievements. In my review, I try to evaluate Kane’s artistic output, the travel’s background and its impact on the Canadian heritage of native peoples.
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 | 0.010 | 0.006 |
| Meta-epidemiology (narrow) | 0.006 | 0.005 |
| Meta-epidemiology (broad) | 0.006 | 0.003 |
| Bibliometrics | 0.163 | 0.327 |
| Science and technology studies | 0.009 | 0.016 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.010 | 0.005 |
| Research integrity | 0.004 | 0.005 |
| Insufficient payload (model declined to judge) | 0.017 | 0.021 |
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