Systematics of <i>Allomedeia</i>, a New Genus of Afrotropical Chloropidae (Diptera)
Bibliographic record
Abstract
Abstract Allomedeia new genus is described for five new species of oscinelline Chloropidae from the Afrotropical region. The following species are described; Allomedeia prolata new species (Kenya, Uganda); Allomedeia pulva new species (South Africa); Allomedeia stuckenbergi new species (South Africa); Allomedeia xanthotes new species (South Africa, type species of genus); and Allomedeia xuthomaina new species (Nigeria). Three additional species from South Africa and Nigeria represented only by females or damaged specimens are not formally described but are included in a key to species. Allomedeia belongs to the tribe Elachipterini, in a clade that also includes the Old World tropical genera Disciphus Becker, Alombus Becker, Sepsidoscinis Hendel, and Anatrichus Loew.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 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 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".