The Pyraloidea (Lepidoptera) fauna of the woody savannah belt in Mali, West Africa
Bibliographic record
Abstract
Seventy-nine taxa of Pyraloidea were collected in 2014 with light traps in the woody savannah zone south of Bamako, Mali. Three taxa out of 79 were identified to genus level only. 78 of the 79 species are new records for Mali, 17 are new for West Africa. Most species (54) belong to the subfamily Spilomelinae (family Crambidae). The majority of observed species have wide distribution areas. The only regional endemic is Hypsopygia bamakoensis (Leraut, 2006). Concerning the biogeographical categories most of the species (34) are Afrotropical, seven species cosmopolitan, and the remaining species occur in the Palaearctics with a preference to the Palaeotropics. The most common species, Patania balteata (Fabricius, 1798) comprised 40.0% of all specimens collected. It is known to be a pest of the mango tree, which is common in the light-trapping area.
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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".