Bibliographic record
Abstract
Key to adults of Deltepilissus Pereira, 1949 and similar genera in the tribe Deltochilini (modified from Vaz-de-Mello et al. 2011) 1. Tarsal claws reduced, straight or only weakly curved (Figs 1G–I, 2I–L). Hypomera convex or weakly excavated anteriorly (Figs 1D, 2F). Head lacking transverse carina................................................................... 2 - Tarsal claws large, strongly curved, falciform or angulate; if only weakly developed, then either hypomera deeply excavated anteriorly or head with transverse carina or both............ other Deltochilini genera (see Vaz-de-Mello et al. 2011, 2020) 2. Protibiae short, with lateral teeth large and contiguous. Metatibial spur spiniform...................................3 - Protibiae long, with three small and spaced teeth (Figs 1A–B, 2A–D). Metatibial spur short, spatulate, with denticle (spiniform process) at least on inner edge (Figs 1H–I, 2K–L)..................................... Deltepilissus Pereira, 1949 ...4 3. Protibiae with lateral teeth set along apical third, at least apical two directed towards apex...... Scatonomus Erichson, 1835 - Protibiae with lateral teeth set along apical half or more; at least second tooth directed laterally..................................................................................................... Anomiopus Westwood, 1842 4. Punctures of central portion of pronotum spaced by at least twice their diameter (Figs 2A, 2C). Males with denticle on external edge of protibial spur (Fig. 2I). Males with a conspicuous denticle on inner edge of metatibial spur (Fig. 2K). Body length 9–11 mm. Apex of parameres sightly curved inward in dorsal and ventral views (Figs 3D–E). Brazil (Espírito Santo, Rio de Janeiro, and São Paulo)................................................................. D. infernalis (Harold, 1880) - Punctures of central portion of pronotum closely set, spaced by less than their diameter (Fig. 1A). Males with wide and rounded protibial spur, without denticle apically (Fig. 1G). Males with rounded metatibial spur apically, inner denticle almost inconspicuous (Fig. 1H). Body length about 15 mm. Apex of parameres distinctly curved inward in dorsal and ventral views (Figs 3A–B). Brazil (Bahia)....................................................... D. diabolicus (Harold, 1880)
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.019 | 0.006 |
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".