Bibliographic record
Abstract
Thereva foxi Cole Specimens examined (29). BC: Brandywine Mountain; Cupola Mountain; Dogtooth Range; Duffey Lake; Fort St. John; Kokanee Glacier Provincial Park; Pavilion Mountain; Secret Peak; Shelagyote Peak; Statimcets Peak; Strathcona Provincial Park, Mount George V; Tatshenshini Lake; Tweedsmuir Provincial Park, Wilson Lake; 100 Mile House, Cougar Lake FSR; Yoho National Park, Paget Peak. YT: Whitehorse, Crestview; Nares Mountain (Fig. 19). DEBU, RBCM. Database and literature records (31). BC: Bear Lake, London Hill Mine; Cathedral Provincial Park, Glacier Lake Trail; Cathedral Provincial Park, Quiniscoe Mountain summit; Hedley; Moosehorn Lake; Mount Begbie; Robson; Summit Lake, mile 392 Alaska Highway; Tunjony Lake. YT: Carcross; Dempster Highway, km 155; Nahanni Range Road. CNCI, MEC, SEM, USNM. Conservation status. BC: S5, YT: S3S5 Distributional notes. Thereva foxi is fairly common in the highlands of the southern interior (Mount Begbie; Cathedral Provincial Park), north through the central plateaus and mountains (100 Mile House; Tweedsmuir Provincial Park; Shelagyote Peak) and the Peace River region (Fort St. John) to the far north (Atlin, Summit Lake, Tatshenshini Lake). In the Yukon, the species is recorded from Carcross and Nahanni Range Road in the south to km 155, Dempster Highway, in the north. Ecoprovinces and other designations. BC: Coast and Mountains, Southern Interior, Southern Interior Mountains, Central Interior, Sub-boreal Interior, Boreal Plains, Northern Boreal Mountains. YT: Boreal Cordillera, Taiga Cordillera. Range. Cordilleran. Northern Yukon south through British Columbia and the Alberta Rocky Mountains to Oregon, Utah, and Colorado. (Webb et al. 2013). Biological notes. Flight period: 22 June–29 August. Thereva foxi is mostly found in mountain habitats such as subalpine meadows and alpine tundra. At Tatshenshini Lake, T. foxi was collected in a lush, wet, herbaceous meadow between alder thickets (RBCM). The species also inhabits dry grassland slopes (Fig. 19) and sand dunes (Fig. 15).
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) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.102 | 0.045 |
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".