Distribution Record and Range Extension for the Southern Redbelly Dace, Chrosomus erythrogaster (Actinopterygii: Cypriniformes), from Sequoyah County, Oklahoma
Bibliographic record
Abstract
The southern redbelly dace, Chrosomus erythrogaster (formerly Phoxinus; Strange & Mayden 2009) is found in headwater streams throughout the central United States. This species persists primarily in highlands at the southern extent of its range, and is intolerant of turbid lowland waters (Stasiak 2007). Chrosomus erythrogaster has been reported from six counties (Adair, Cherokee, Craig, Delaware, Mayes, and Ottawa) in the Ozark region of northeastern Oklahoma (Miller and Robison 2004), but has yet to be recorded from Sequoyah County, along the southwestern edge of the Ozark Plateau in Oklahoma. In Sequoyah County, the characteristic spring-fed, rocky streams that C. erythrogaster is dependent upon (Stasiak 2007) drain into unsuitable lowland, warmwater streams of the Arkansas River Valley.
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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 | 0.001 | 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 | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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 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".