Revision of Tomosvaryella Aczél (Diptera: Pipunculidae) in the Middle East, with description of 19 new species
Bibliographic record
Abstract
The genus Tomosvaryella Aczl, 1939 is revised from the Middle East. Fifty-nine species are recorded and 19 of these are new to science: T. acantha Motamedinia Skevington sp. nov., T. ampliasa Motamedinia Skevington sp. nov., T. anahitae Motamedinia Skevington sp. nov., T. bistounensis Motamedinia Skevington sp. nov., T. cyprusensis Motamedinia Skevington sp. nov., T. ellipiensis Motamedinia Skevington sp. nov., T. emaratensis Motamedinia Skevington sp. nov., T. hamounensis Motamedinia Skevington sp. nov., T. kiansiae Motamedinia Skevington sp. nov., T. nimroozensis Motamedinia Skevington sp. nov., T. oshidae Motamedinia Skevington sp. nov., T. osteodes Motamedinia Skevington sp. nov., T. saudiensis Motamedinia Skevington sp. nov., T. soziana Motamedinia Skevington sp. nov., T. spinula Motamedinia Skevington sp. nov., T. subtransvaalensis Motamedinia Skevington sp. nov., T. susa Motamedinia Skevington sp. nov., T. unicorna Motamedinia Skevington sp. nov. and T. yemenensis Motamedinia Skevington sp. nov. are described and illustrated based on sequence information from the mitochondrial COI barcoding gene and morphological parameters. DNA barcodes are provided for 37 of the 59 species. Descriptions of new species, diagnoses, distribution maps and an illustrated key for all species are provided.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".