Revision of the<i>Hesperempis</i>genus group (Diptera: Empidoidea: Empididae)
Bibliographic record
Abstract
Abstract The Hesperempis genus group is revised. The group includes Dryodromia Rondani and Hesperempis Melander, with Melanderalus Özdikem and Başar and Toreus Melander newly synonymised with Hesperempis , new synonymy . Dryodromia includes D. testacea Rondani from the western Palaearctic and D. yunnanica Cumming and Saigusa new species from southwestern China. Hesperempis includes H. anatolica Cumming and Brooks new species , H. mabelae (Melander), H. neomexicana (Melander) new combination , H. sanduca Melander, and H. vespera Cumming and Brooks new species from the Nearctic Region, as well as H. melina Cumming and Saigusa new species , H. nipponica Cumming and Saigusa new species , and H. sibirica Shamshev from the Palaearctic Region. A key to the two genera and 10 species is provided, and a cladistic analysis is presented. A new interpretation of the homologies of the male terminalia is proposed for this lineage, and the phylogenetic relationships and zoogeographic history of the group are discussed.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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 teacher head, 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".