Bibliographic record
Abstract
Spiriverpa albiceps (Loew) (Figs. 9, 10) Specimens examined (119). BC: Bennett; Duffey Lake; Eddontenajon Lake; French Creek, Highway 37; Good Hope Lake, Graham Island, Chown River; Graham Island, Delkatla; Graham Island, Rennell Sound; Graham Island, Skidegate; Graham Island, Skonun Point; Graham Island, Yakan Point; Kootenay Lake, Tye Creek; Masset; Nicola, Salmon River; Penticton, West Bench; Tatshenshini Lake; Tatshenshini River, Towagh Creek; Tlell; Tutshi Lake; Wellington, Nanaimo Lakes; Wellington. Wolf Creek. YT: Dezadeash River; Kluane Lake; Kluane National Park, Bullion Creek; La Biche River: Teslin; Upper Liard. DEBU, RBCM, SEM. Database and literature records (82+1). BC: Atlin; Dean River; Moresby Island; Queen Charlotte City; Salmon Arm; Summit Lake, mile 392 Alaska Highway; Tunjony Lake. YT: Burwash Flats, 17 km WNW; Carcross; Carmacks; Dempster Highway, km 140.1; Johnson’s Crossing; Kluane, Slims River Delta; Kluane Lake, mile 1054 Alaska Highway; Nahanni Range Road, km 128; Old Crow, 35 km WSW; Otter Lake; Rancheria, 7 km E; Rose Lake, South Canol Road; South Canol Road, km 217.4; Watson Lake. AK: Anchorage; Fairbanks; Kodiak Island, Kukak Bay; Seward; Unalakleet. CASC, CNCI, INHS, SEM, USNM. iNaturalist records (2). BC: Cape Scott (iNat 57752358) (Fig. 9). YT: Teslin (iNat 55078839) (Fig. 10). Conservation status. BC: S3S5, YT: S4S5 Distributional notes. Spiriverpa albiceps is common and reported from scattered localities over most of British Columbia, from Atlin and Summit Lake in the north to Wellington, Penticton, and Kootenay Lake in the south. In the Yukon, locations range from the Dempster Highway in the north to Kluane Lake and Watson Lake in the south; the species is probably distributed over most of territory. It lives over much of Alaska. Ecoprovinces and other designations. BC: Coast and Mountains, Georgia Depression, Southern Interior, Southern Interior Mountains, Northern Boreal Mountains. YT: Boreal Cordillera, Taiga Cordillera, Taiga Plains. AK: Beringia Boreal, Coast Mountains Boreal, Hypermaritime Forests, Subarctic Tundra. Range. Boreal. Western Alaska through the Yukon, east to Newfoundland and Nova Scotia, south to Illinois and New Mexico (Webb et al. 2013). Biological notes. Flight period: 4 June–20 August. Recorded habitats include sea beach and lakeshore dunes (Fig. 15), river gravel bars and beaches, a spring-fed calcareous fen and a wet herbaceous meadow, a south-facing gravel slope, a gravel pit, and a garden adjacent to grassland.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.019 | 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".