Review of the Genus<i>Cybister</i>Curtis, 1827 (Coleoptera: Dytiscidae: Dytiscinae: Cybistrini) in North America
Why this work is in the frame
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Bibliographic record
Abstract
The genus Cybister Curtis (Coleoptera: Dytiscidae) in the Nearctic region is reviewed including taxonomic history, keys to species, diagnoses, illustrations, distributions, and natural history. Three species are recognized in the genus. Cybister explanatus LeConte, 1852 (= Cybister explanatus laevicollis Zimmermann, 1919; = Cybister explanatus fusculus Zimmermann, 1919) is found from southern Oregon through California and Nevada and through western Mexico to Chiapas. Cybister occidentalis Aubé, 1838 is found in Cuba, the Bahamas, and extreme southern Florida. Cybister fimbriolatus (Say, 1823) (= Cybister dissimilis Aubé, 1838; = Cybister flavocinctus Aubé, 1838 new synonymy; = Cybister ellipticus LeConte, 1852 new synonymy; = Cybister cavicollis Sharp, 1887 new synonymy; = Cybister crotchi Wilke, 1920) is found from southeastern Canada west to Ontario and North Dakota south through eastern North America to Florida and the Bahamas (Bahimi Island), west through the southern United States to Arizona and southern California and south throughout Mexico to the Yucatán. Lectotypes are designated for C. ellipticus and C. explanatus.
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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 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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