Revision of the genus Macrostomus Wiedemann (Diptera, Empididae, Empidinae). III. The limbipennis species-group
Bibliographic record
Abstract
All species of Macrostomus Wiedemann allied with Macrostomus limbipennis (Bezzi), are treated in the limbipennis species-group, which is defined on the basis of characters of the male and female terminalia, and a relatively wide female frons. Threecurrently recognized species and two new species are included, namely M. inflatus, sp. nov. from Brazil (Federal District), M.limbipennis (Bezzi, 1909), M. nigriventris (Macquart, 1846), M. nitidus, sp. nov. from Brazil (Goiás and Mato Grosso states)and M. penai Rafael & Cumming, 2006. All primary types were examined and a lectotype is designated for M. limbipennis(Bezzi, 1909). A key to the species is presented along with the geographical distribution pattern exhibited by the limbipennis species-group.
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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 | 0.000 |
| Science and technology studies | 0.001 | 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".