Cryophilic Isotomidae (Collembola) of the Northwestern Rocky Mountains, U.S.A.
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
Descriptions of Collembola from glaciers, snowfields and cold water seeps in Alaska, British Columbia, Alberta, Washington and Oregon are presented. Myopia alaskana Christiansen and Bellinger, and Desoria uniens Christiansen and Bellinger are redescribed. The following new species are described: Desoria albicornis sp. n., Desoria triangularis sp. n., Desoria ater sp. n., Desoria garibaldii sp. n., Desoria pilifrons sp. n., Desoria cryophila sp. n., Desoria rosea sp. n., Desoria olympica sp. n., Desoria capra sp. n. and Gnathisotoma spinolabris sp. n. One new genus, Mucronia gen. n. and its type species Mucronia enigmatica sp. n. are described from Alaska. The new genus possesses some characters of both the Isotomidae and Tomoceridae having a lobed post antennal organ and a mucro with two setae.
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 | 0.000 | 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