Bibliographic record
Abstract
Thereva utahensis Hardy Specimens examined (19). BC: Alexis Creek, Bull Canyon; Fernie, 10.7 miles W; Kinbasket Reservoir, Bush Arm; Osoyoos, Mount Kobau Road; Robson. YT: Alaska Highway, Christmas Creek, km 1688; Caribou Mountain; Carmacks; Klondike Highway, Moose Creek; Kluane National Park, Sheep Mountain; Minto; Nares Mountain (Fig. 19); Whitehorse, Riverdale; White Pass, Log Cabin. DEBU, RBCM, ROME. Database and literature records (71). BC: Atlin; Grand Forks; Hudson’s Hope; Kamloops; Keremeos; Lillooet; Merritt, Midday Valley; Mount Revelstoke; Osoyoos; Robson; Seton Lake; Taylor; Telegraph Creek. YT: Alaska Highway, 13.1 km W Takhini River; Carcross; Christmas Creek, km 1688 Alaska Highway; Kluane Lake, Emerald Island; Kluane National Park, Mount Wallace; Kluane National Park, Sheep Creek Road; Kluane National Park, Sheep Mountain; Ross River; Stewart Crossing; Takhini; Tatchun Lake; Whitehorse. CASC, CNCI, LEMQ, MEI, SEM. Conservation status. BC: S5. Yukon: S3S5 Distributional notes. Thereva utahensis is widespread in the British Columbia interior from the United States border north to Atlin and the Peace River region. It is common in the central and southern parts of the Yukon from Kluane Lake east to Carcross and Ross River, and north to the Stewart Crossing region. The species is probably distributed farther east based on locations in the British Columbia Peace River region. Ecoprovinces and other designations. BC: Southern Interior, Southern Interior Mountains, Central Interior, Boreal Plains, Northern Boreal Mountains, YT: Boreal Cordillera. Range. Cordilleran. Yukon, British Columbia, and Alberta south to California, Utah, and Colorado (Webb et al. 2013). Biological notes. Flight period: 4 June–26 September. Thereva utahensis lives in various habitats, including sand dunes (Fig. 15), grasslands (Fig. 19), and subalpine environments (Fig. 17).
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 | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 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) | 0.026 | 0.005 |
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".