Bibliographic record
Abstract
Thereva fucata Loew Specimens examined (44). BC: Ashcroft, Finney Creek; Bute Inlet, Homathko River; Langford; Langford, Thetis Lake; Osoyoos, Desert Centre; Osoyoos, Mount Kobau (Fig. 17); Penticton, Madeleine Lake; Robson; Saanich, Mount Newton; Spuzzum Creek; Vancouver; Vaseux Creek; Vernon, Irish Creek Ranch; Vernon, Kalamalka Seed Orchard; Victoria; Victoria, Goldstream. PFC, RBCM, SEM. Database and literature records (3). BC: Merritt; Oliver. CNCI. Conservation status. BC: S3S4 Distributional notes. In British Columbia, Thereva fucata is reported from only the south coast (Victoria, Bute Inlet) and southern Interior valleys (Merritt, Osoyoos, Robson). Ecoprovinces and other designations. BC: Georgia Depression, Coast and Mountains, Southern Interior, Southern Interior Mountains. Range. Cordilleran. British Columbia south to California and Utah; Mexico, Baja California (Webb et al. 2013). Biological notes. Flight period: 2 June–27 September. In BC, T. fucata is often found in sandy areas; in the Interior, these localities are usually in, or near, grasslands at a variety of elevations (Fig. 17). The species is reported in ground emergence traps in a Larix occidentalis plot in a Vernon forestry seed orchard (RBCM).
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.043 | 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".