Bibliographic record
Abstract
Pandivirilia conspicua (Walker) Specimens examined (43). BC: Ainsworth Hot Springs, 3 mi N; Campbell River; Castlegar; Chilcotin; Cowichan Lake; Good Hope Lake, km 675 Highway 37; Hope; Iskut; Langford; Miracle Beach Provincial Park; Penticton, Madeleine Lake; Robson; Saanich, Ten Mile Point; Smithers; Swan Lake, near Swift River; Tagish Lake; Victoria, Cadboro Bay; Wellington. YT: Alaska Highway, km 1713; Carcross, Carcross, Bennett Lake dunes (Fig. 15); Alsek River dunes; Marsh Lake; Squan Lake; Takhini River dunes, 6.8 km NNE Kusawa Lake outlet. DEBU, PFC, RBCM, ROME, SEM. Database and literature records (237). BC: Canim Lake; Courtenay; Cowichan Lake; Criss Creek; Cultus Lake; Galiano Island; Galiano Island, Spanish Hills; Gillies Bay; Harrison Mills; Horseshoe Bay; Kamloops; Keremeos; Kleanza Creek; Langford; Langley; Lillooet; Lorna; Mill Bay; Nanaimo, Departure Bay; Quadra Island; Robson; Squamish, Diamond Head; Soda Creek; Summerland; Trinity Valley; Vancouver; Vancouver, Stanley Park; Vancouver, University of BC; Vernon; Wellington; West Crescent Valley; West Vancouver; Westwick Lake; Williams Lake, 20 km SW; Wycliffe. YT: Carcross; Dempster Highway, mile 87; Kluane National Park, Sheep Mountain; LaForce Lake; Little Atlin Lake; Pine Lake. AK: Kenai Peninsula, Cooper Landing. BPBM, CASC, CNCI, CSCA, INHS, OSUC, SEM, USNM. Conservation status. BC: S5, YT: S3S4. Distributional notes. In British Columbia, P. conspicua is widespread and common from Vancouver Island (Campbell River, Victoria) east through the Thompson and Okanagan valleys (Kamloops, Penticton), West Kootenay (Castlegar, Ainsworth), and north through the Cariboo (Westwick Lake, Williams Lake) to the far North (Iskut, Tagish Lake). The species probably ranges east to the Alberta boundary, based on records in that province. There are several localities in southern Yukon (Kluane Lake, Carcross) and Alaska (Cooper Landing). Pandivirilia conspicua likely has a greater range in southern Yukon and Alaska because the species is transcontinental and somewhat boreal in Canada. Ecoprovinces and other designations. BC: Coast and Mountains, Georgia Depression, Southern Interior, Southern Interior Mountains, Central Interior, Northern Boreal Mountains. YT: Boreal Cordillera, Taiga Cordillera. AK: Hypermaritime Forests. Range. Cordilleran (plus eastern distribution). Alaska and Yukon east to Newfoundland and Nova Scotia, south to Maryland, New Mexico, and California; Mexico (Webb & Metz 2003, Webb et al. 2013). Biological notes. Flight period: 2 May–12 September. Pandivirilia conspicua has been collected on sand dunes near, or far from, water (Fig. 15); one site on the Takhini River, Yukon, was sparsely vegetated with Carex sabulosa, Polemonium sp., and Lupinus sp.; P. conspicua flew there with Dialineura gorodkovi (RBCM). In the Fraser Valley near Hope, the species was active on the shores of a streambed of sand and boulders among Populus trichocarpa seedings, where it was collected with Pallicephala occidentalis (RBCM). Also found in open Pinus ponderosa- Pseudotsuga menziesii woods, a moist meadow, on beach dunes, and in a light trap. Webb & Metz (2003) report it from habitats as diverse as Sphagnum fens to oak-chaparral woodland.
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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.002 |
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".