Orthopteroid insects of the Yukon Orthopteroid Insects (Orthoptera) of the Yukon
Bibliographic record
Abstract
Abstract. Seventeen species of Orthoptera occur in the Yukon. One species, Bruneria yukonensis Vickery, is endemic. Most species have affinity with Palaearctic relatives and some genera are Holarctic. The present occurrence of nearly all of the species has been strongly influenced by land bridges between Asia and North America and by Beringian refugia. Resume. Les insectes orthoptéroïdes (Orthoptera) du Yukon. Dix-sept espèces d’orthoptères vivent au Yukon. Une espèce, Bruneria yukonensis Vickery, est endémique. La plupart des espèces ont des affinités avec la faune paléarctique et certains genres sont holarctiques. La répartition actuelle de presque toutes les espèces a été fortement influencée par la présence de voies terrestres entre l’Asie et l’Amérique du Nord et par l’existence de refuges béringiens.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 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".