Bibliographic record
Abstract
Illidops cloelia (Nixon, 1965) Fig. 16 Apanteles cloelia Nixon, 1965: 183–184, fig. 211. Other material examined GERMANY – Bavaria • 1 ♀; Garmisch-Partenkirchen, Zugspitze, Platt; 47.407° N, 11.008° E; 2005 m a.s.l.; 18 Jul.–2 Aug. 2018; D. Doczkal and J. Voith leg.; Malaise trap; bulk ID: dv.zugsp5.3; obere Grenze Latschengebüsch, kleinräumiges Mosaik mit Zwergstrauchheide und (sub-)alpinen Rasen; SNSB-ZSM, ZSM-HYM-42389-G08. Species concept The type was examined by Fernandez-Triana et al. (2020). Our species concept is based on the information available in Nixon (1965, 1976) and Papp (1981) and the specimens we identified as this species based on morphology, including their associated molecular data. This species is morphologically rather unique → **. Ecology / host information Host unknown. Distribution PAL: Austria, Germany, Hungary, Korea, Russia (E, NC), Slovakia, Switzerland, Tajikistan, former Yugoslavia. Molecular data Molecular data: BOLD:AEO8223. Remarks Holotype female, NHMUK. Country of type locality: Switzerland. For more details see Höcherl et al. (2024). A male specimen of I. cloelia identified by Nixon should be stored at SNSB-ZSM as part of the Haeselbarth collection; however we were unable to locate or examine it as the collection underwent construction during the time of this project.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.039 | 0.041 |
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; both teacher heads agree on what is shown here.
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".