Revision of the genus Amazunculus Rafael (Diptera: Pipunculidae), with description of six new species
Bibliographic record
Abstract
The species of the genus Amazunculus Rafael (Diptera: Pipunculidae) are large bodied flies, easily identified by their flattened hind tarsus and curved dm-m wing vein. The species of this Neotropical genus are revised, including six new species: Amazunculus acreanus sp. nov. (type-locality: Brazil, Acre, Rio Branco), A. bethoi sp. nov. (type-locality: Brazil, Amazonas, Carauari), A. francyae sp. nov. (type-locality: Ecuador, Napo), A. manauara sp. nov. (type-locality: Brazil, Amazonas, Manaus), A. panamensis sp. nov. (type-locality: Panama, Canal Zone) and A. psilalarius sp. nov. (type-locality: Venezuela, Amazonas). All these new species are described with an emphasis on structures of the male terminalia, which are fully illustrated. An identification key to the twelve species of Amazunculus is provided. The first record of Amazunculus in Central America (Panama) is documented.
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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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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".