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
A limited number of Amanita species have been reported from cold dominated arctic-alpine environments, primarily with dwarf and shrub willows. This includes reports from Alaska, Canada, Greenland, Iceland, Scandinavia, Scotland, the Alps, and Russia. Here we report Amanita nivalis , A. groenlandica f. alpina n. f. and A. vaginata above tree line in the Rocky Mountains with Salix reticulata, S. nivalis, S. glauca, and S. planifolia . The distribution of Amanita groenlandica is extended to the north-central Rockies, and more definitively to the Beartooth Plateau at 3,100 to 3,400 m a.s.l. A new alpine form is described for this arctic species. Amanita nivalis is confirmed from numerous cirques and high passes 3,600-3,900 m a.s.l. in the southern Rocky Mountains (Front Range, Sawatch Range, San Juan Mountains), adding a disjunct component to its circumpolar distribution. These localities are thousands of miles from the Arctic and are likely near the southern-most extent of its distribution in North America. Rocky Mountain species are reported in context with arctic-alpine Amanita species from the Northern Hemisphere.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.023 |
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