Four species of Odonata new to British Columbia, Canada
Bibliographic record
Abstract
– Between 1998 and 2000, 5 odon. spp. were added to the list of British Columbia. The collection data for one of these, Somatochlora kennedyi, have been previously published by R.D. Kenner (2000, J. ent. Soc. Br. Colwnb. 97: 47-49). The present known distribution, status and habitat of Calopteryx aequabilis Say, Lestes forcipatus Ramb., Somatochlora brevicincta Robert and S. forcipata (Scudder) are discussed. C. aequabilis is recorded from only one locality in the extreme S of the province; it is a red-listed sp. of management concern. L. forcipatus is common in certain types of rich fens across the province; it had been overlooked previously because of its close similarity to the widespread and abundant L. disjunctus Sel.. S. brevicincta and S. forcipata are known mainly from eastern North America; in British Columbia each is recorded from a handful of localities in mountain and northern peatlands.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".