Bibliographic record
Abstract
Thereva strigipes Loew Specimens examined (0). Database and literature records (5). BC: Cornbeef Creek; Dease Lake. YT: Dempster Highway, km 140.1; White Mountains, Erebia Creek. CNCI, NFRC, RBCM, SEM. Conservation status. BC: S3S4, YT: SU Distributional notes. Thereva strigipes is known in British Columbia from two locations: Dease Lake in the far North and Cornbeef Creek in the Kootenays. Probably the species is widespread throughout most of the Interior as it occurs in adjacent Yukon, Alberta, and Northwest Territories. There are two localities in the northern Yukon from the Dempster Highway and the White Mountains. Ecoprovinces and other designations. BC: Southern Interior Mountains; Northern Boreal Mountains. YT: Taiga Cordillera. Range. Transition. British Columbia, Yukon, and Northwest Territories east to Nova Scotia; south to New Hampshire, New York, and Minnesota (Webb et al. 2013). Biological notes. Flight period: 4 July–26 July. Thereva strigipes lives mostly in lower elevation mixed and deciduous woodland, especially in the East and on the Great Plains. However, it lives in boreal and subarctic habitats in the far Northwest (Holston & Irwin 2005).
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.036 | 0.013 |
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".