Description of five new species of the rare genus Buluka (Hymenoptera: Braconidae: Microgastrinae) with an updated key to the world species
Bibliographic record
Abstract
Five new species of the rare genus Buluka de Saeger, 1948 (Hymenoptera: Braconidae: Microgastrinae), B. buntikae Hovorka & Fernández-Triana sp. nov. (from Thailand), B. frederiquebakkerae Hovorka & Fernández-Triana sp. nov. (from Indonesia), B. janaorlikovae Hovorka & Fernández-Triana sp. nov. (from Vietnam), B. longi Hovorka & Fernández-Triana sp. nov. (from Vietnam), and B. petrjanstai Hovorka & Fernández-Triana sp. nov (from Thailand), are described in this paper. The newly described species increase the total number of species in this genus to 16 (i.e., by 45%). Additionally, Buluka achterbergi Austin, 1989 is reported from Thailand for the first time and B. straeleni de Saeger, 1948 from the Republic of the Congo for the first time. An updated key to all known species of Buluka is provided.
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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 | 0.001 |
| Science and technology studies | 0.000 | 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) | 0.002 | 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".