Elaphrus clairvillei Kirby 1837
Bibliographic record
Abstract
Elaphrus clairvillei Kirby Elaphrus clairvillei is widely distributed across Ontario (Lindroth 1961). It is found in Ontario’ s Far North region in Moosonee, Ontario and on the Arctic Ocean coast of the Northwest Territories, with records from all Canadian provinces and two territories (Northwest Territories and Yukon Territory) (Fig. 2g) (Bousquet 2012; www.gbif.org/ species/1035548). Adults prefer habitats of soft, wet organic mud with sedges, grasses, and trees (Goulet 1983). Our record is not unexpected as Akimiski Island has many of the habitat features that are preferred by E. clairvillei and typical of northern localities in Canada. Elaphrus clairvillei exhibits body color variation of black, very dark green, and dark green of both brilliant and dull colorations (Goulet 1983). Specimens from Akimiski Island are of the very dark green coloration.
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 | 0.000 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.045 | 0.017 |
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; both teacher heads agree on what is shown here.
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".