The Pupa of<i>Culicoides sonorensis</i>Wirth and Jones (Diptera: Ceratopogonidae)—First Detailed Description of This Stage of the Bluetongue Virus Vector
Why this work is in the frame
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Bibliographic record
Abstract
The pupa of <it>Culicoides</it> (<it>Monoculicoides</it> Khalaf) <it>sonorensis</it> Wirth and Jones is described for the first time in detail based on whole specimens and exuviae. A multitude of approaches were used in this description to offer one of the most in-depth comparative morphological studies of any ceratopogonid pupa. Illustrations were made using compound and dissecting light microscopy, and scanning electron microscopy. The pupal description for <it>C. sonorensis</it> was based on morphological comparisons with species of <it>Culicoides</it> Latreille including other members of the subgenus <it>C.</it> (<it>Monoculicoides</it>). This study highlights possible synapomorphies for the subgenus as well as the need for future pupal research.
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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 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it