Bibliographic record
Abstract
Psilocephala vicina (Walker) (Fig. 8) Specimens examined (29). BC: Coldwater River Prov. Park; Cranbrook; Dog Creek; Fort St. John; Masset; Meadow Lake; Quesnel; Smithers; Tlell; Tofino; Vancouver; Vernon. YT: Aishihik River; Carcross; Kluane, Slims River Delta; Whitehorse, E of Schwatka Lake dam; Whitehorse, 20 km N. AK: Fairbanks; Matanuska. DEBU, RBCM, UAM, SEM. Database and literature records (110). BC:Armstrong;Atlin; Cranbrook; Engineer; Fort Nelson; Fort St. John; Grand Forks; Grindrod; Kamloops; Kaslo; Langley; Mission; Nakusp; Oliver; Penticton; Pouce Coupe; Quesnel; Robson; Rolla; Salmon Arm; Smithers; Soda Creek; Summerland; Terrace, Mount Allard; Vancouver; Vancouver, University of BC; Vernon; Victoria. YT: Carcross; Dawson, 22.5 km E; Dempster Highway, km 82; Firth River (Fig. 14); Kluane Lake, Cultus Bay; Old Crow; Old Crow, Bluefish Caves; Minto; Rancheria; Snafu Creek; Whitehorse. AK: Haines; Kuk River, 4.8 km above Omarlik River; Matanuska; Yukon-Koyukuk, The Rapids. CASC, CNCI, DEBU, INHS, MCZC, MEI, OSUC, SEM, USNM. iNaturalist records (2). BC: Nahatlatch Provincial Park (iNat 97392001) (Fig. 8); Peachland, Brenda Lake area (iNat 170347075). Conservation status. BC: S5. YT: S5 Distributional notes. Common and widespread throughout British Columbia in locations as diverse as Fort Nelson and Oliver, Psilocephala vicina ranges north throughout the Yukon, from Carcross in the south to the Firth River in the north. In Alaska, records are from the Anchorage and Fairbanks regions, but the species is likely more widespread. Ecoprovinces and other designations. BC: Coast and Mountains, Georgia Depression, Southern Interior, Southern Interior Mountains, Central Interior, Boreal Plains, Taiga Plains, Northern Boreal Mountains. YT: Boreal Cordillera, Taiga Cordillera. AK: Beringia Boreal, Coast Mountains Boreal, Hypermaritime Forests. Range. Transition. Alaska, Yukon, and Northwest Territories east to Newfoundland and Nova Scotia, south to New York, Illinois, Colorado, and California (Webb et al. 2013). Biological notes. Flight period: 13 May–13 August. The species has been collected on sea and lakeshore dunes (Fig. 15), in Pseudotsuga menziesii / Calamagrostis rubescens woodland, at a meadow edge, and on an open dry grassland slope.
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 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.013 | 0.004 |
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".