Bibliographic record
Abstract
Diplocladius Kieffer, 1908 Diplocladius cultriger Kieffer, 1908 is a monotypic species found throughout the Holarctic, although Saether (1982) has suggested there may be several undescribed species. Larval specimens have been collected from second and third-order streams including the Kuskokwim River (Hayford et al. 2014) and streams in Denali National Park (Brabets & Ourso 2013). Our adult collections come from Steep Creek, a second-order stream, and the Antler River in the Juneau area. Our larval records come from tributaries to the Mulchatna, Stuyahok, and South Fork Koktuli Rivers in Southwest Alaska, the Taku River and a tributary to the Salmon River near Gustavus in Southeast Alaska, and a tributary to the Yukon River in Yukon-Charley Rivers National Preserve. In Michigan, this species is one of the first chironomids to emerge in the spring, typically in early March (P.L. Hudson and A. Namayandeh’s personal observations). Oliver & Dillon (1997) found adults walking on snow in late winter and early spring. P. L. Hudson has observed that in Alaska, D. cultriger has two generations emerging in mid-May and mid-September, although Oliver & Dillon (1997) suggested that the species is univoltine.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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".