Ilyobates bennetti Donisthorpe 1914
Bibliographic record
Abstract
205. Ilyobates bennetti Donisthorpe † (Illustrations in Brunke at al. 2012, Klimaszewski et al. 2018), Table 1 References. Donisthorpe 1914. Assing 1999. Majka and Klimaszewski 2008a,b. Webster et al. 2009. Brunke at al. 2012. Klimaszewski et al. 2016, 2018. Distribution. Palearctic, adventive in Canada. Canada: NB, NF, NS, ON, QC. USA (NCR): NH (NSR). Collection and Habitat data. The NH specimens were captured from May to July by flight intercept traps, and by splashing a river bank. Both sites were in river floodplains, one (Bedell Bridge) is an old-growth silver maple floodplain. In Canada found in litter at the base of a tree in a silver maple swamp, captured by Lindgren funnel traps in a silver maple swamp, in flood debris along river margins, in moss near waterfalls, in garden on bare soil in forested residential area, among decaying corncobs and cornhusks near a home in a forested residential area, in hedgerow in agricultural fields, pastures, and blueberry fields (Webster et al. 2009, Klimaszewski et al. 2018). In Europe reported from synanthropic habitats such as urban meadows, lawns, fallow areas, gardens, strip mines, and in pioneer vegetation; it is also found in swamps, bogs, flood plains, riverbanks, meadows, grasslands, in leaf litter, moss, grass, compost, rotting debris, and under reeds and ferns (Assing 1999). Material. USA, New Hampshire, Grafton Co.: 0.5 mi S Rumney Center, Baker River, 28.V–8.VI.1998, FITrap, D.S. Chandler, 1 female. Bedell Bridge St. Park @ Oliverian Brook, 23.VI–3.VII.1992, D.S. Chandler, FITrap, 1 sex?; 17.VI.1992, splash river bank, D.S. Chandler, 1 sex?
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 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.029 | 0.013 |
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".