Molecular Phylogenetics of the Eastern and Western Blacknose Dace,<i>Rhinichthys atratulus</i>and<i>R. obtusus</i>(Teleostei: Cyprinidae)
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The debate over the species status and geographic distribution of Rhinichthys atratulus and R. obtusus has persisted for decades. Morphological analyses have led to ambiguous results making field identifications possible in only some areas, further complicating the unclear and conflicting taxonomic histories of these species. In this study, we clear up some of these identification issues by analyzing two mitochondrial genes and nine microsatellite loci amplified from Blacknose Dace across the eastern half of North America. Our results show large genetic differences between R. atratulus and R. obtusus for both mitochondrial genes and microsatellites. We determine that R. atratulus inhabits streams east of the Appalachians from Nova Scotia to Virginia and the southern part of the eastern Great Lakes; R. obtusus inhabits the remaining regions west of the Appalachians to approximately Minnesota, eastern Nebraska, north into the Manitoba province and Mobile Bay drainage.
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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 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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