Thereva krafti Holston & Irwin 2005
Bibliographic record
Abstract
Thereva krafti Holston & Irwin Specimens examined (3). BC: Boston Bar; Robson; DEBU, PFC, RBCM. Database and literature records (27). BC: Lac la Hache; Lytton; Quesnel; Robson; Robson, Waldie Road; Trinity Valley. CNCI, MEI, SEM. iNaturalist records (1). BC: Windermere Lake Park (iNat 30824488). Conservation status. BC: S3S5, YT: SNR. Distributional notes. Thereva krafti is found in scattered localities across the southern interior (Lytton, Trinity Valley) east to the upper Columbia River Valley (Windermere Lake), and north to the Cariboo region (Lac la Hache, Quesnel). Ecoprovinces and other designations. BC: Southern Interior, Southern Interior Mountains, Central Interior. Range. Cordilleran. British Columbia, and Alberta south to California and New Mexico (Webb et al. 2013). Biological notes. Flight period: 20 June–16 August. Holston & Irwin (2005) state that T. krafti usually inhabits forest and steppe, especially in mountains. At Windermere Lake, a female was killed by a Machimus robber fly (iNat 30824488).
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 | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.100 | 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".