A new aquatic associated genus of Trichopezinae from the Southern Hemisphere (Diptera: Empidoidea: Brachystomatidae)
Bibliographic record
Abstract
A new aquatic associated genus of Trichopezinae, Gondwanodromia gen. nov., with one new species from southern South America (G. mikae sp. nov.), six new species from eastern Australia (G. bulbosa sp. nov., G. colomatta sp. nov., G. lutea sp. nov., G. tasmanica sp. nov., G. thredbo sp. nov., G. tonnoiri sp. nov.) and four new species from New Zealand (G. elongata sp. nov., G. femorata sp. nov., G. tongariro sp. nov., G. wardi sp. nov.) are described. The following new combination is proposed for the New Zealand species Gondwanodromia mutabilis (Collin) comb. nov. and the male of this species is described for the first time. All species are illustrated, distributions mapped and the phylogenetic affinities of the new genus are discussed. A key to genera of Trichopezinae of the Southern Hemisphere and key to species of Gondwanodromia are presented.
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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 | 0.001 |
| Science and technology studies | 0.000 | 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) | 0.006 | 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".