Bibliographic record
Abstract
GenusDendroleonBrauer, 1866 Dendroleon Brauer, 1866: 42. Type species: Myrmeleon pantherinus Fabricius, 1787. Type locality: Austria. Borbon Navás, 1914 b: 111. Neglurus Navás, 1912 c: 171. Pantherleon Yang, 1986: 431. Diagnosis. Adult. Medium to large sized antlions; antenna long; wing with brown markings; forewing presectoral area usually with four crossveins; forewing vein RP arising usually before CuA fork; forewing veins 2 A and 3 A separate, usually connected by one or two crossveins; hindwing presectoral area usually with one crossvein; hindwing vein RP arising before MP fork; male with pilula axillaris. Legs long and slender, hind femur plus tibia longer than entire length of head plus thorax; tibial spurs approximately as long as combined lengths of tarsomeres 1 and 2. Female gonapophyses divided into tubercular or short digitiform anterior and long digitiform posterior branch; a pair of gonapophyses with slender sclerotized setae (Sekimoto 2014; Zheng et al. 2024 a). Third instar larva. Mandibles upturned, with three pairs of equidistant teeth; mesothoracic and abdominal spiracles not prominent; thoracic setiferous processes pedunculated; abdominal sternite VIII without odontoid processes; abdominal sternite IX longer than wide, triangular; rastra and fossoria weakly developed (Zheng et al. 2024 a). Distribution. Asia (Azerbaijan, China, Georgia, India, Indonesia, Japan, Malaysia, Mongolia, Russian (Far East), Vietnam), Europe (Austria, Bulgaria, Croatia, Czech Republic, Finland, France, Germany, Hungary, Italy, Malta, Poland, Romania, Russian Caucasus, Slovakia, Slovenia, Switzerland, Turkey, Ukraine), North America (Canada, Mexico, the United States), Oceania (Australia, Papua New Guinea) (Zheng et al. 2024 a).
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 | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.023 | 0.008 |
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".