First African and Malagasy records of Miropotes (Hymenoptera: Braconidae: Microgastrinae), with three new species and a revised key to all known species
Bibliographic record
Abstract
Three new species of the rarely collected genus Miropotes Nixon, 1965 (Hymenoptera: Braconidae: Microgastrinae) are described: Miropotes klaseriensis sp. nov. from South Africa, and Miropotes perditohabitatus sp. nov. and Miropotes malagasifragilis sp. nov. from Madagascar. These are the fi rst confi rmed records of the genus from sub-Saharan Africa and Madagascar, signifi cantly expanding the known distribution range of Miropotes within the Afrotropical Region beyond the single species previously documented in the Arabian Peninsula. An updated key to all currently 18 recognized species of Miropotes including those in the Oriental and Australasian Regions is also 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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".