Genetic distinctiveness of red foxes in the Intermountain West as revealed through expanded mitochondrial sequencing
Bibliographic record
Abstract
Western North America contains a mosaic of indigenous and introduced red fox (Vulpes vulpes) populations. Historically, native red foxes occurred in subalpine zones of the Cascade, Rocky, and Sierra Nevada mountain ranges, and in the desert-like Sacramento Valley of California. The origins of red foxes observed in the Intermountain West since the early 1900s are unclear, potentially representing native population relicts from the last ice age, dispersers from adjacent mountain populations, or early fur-farm escapees. These foxes carry a native 696-bp mitochondrial haplotype (A-19), which was also the most basal and widespread among western populations and thus equally consistent with ancient and contemporary origins. Here, to increase resolution, we sequenced an additional 3,308bp (totaling 4,004bp) of the mitochondrial genome corresponding to A-19 and related haplotypes (O-24 and D-19) from historical and modern samples collected throughout western North America. The expanded sequences revealed previously undocumented haplotype diversity, including another novel mutation associated with the D-19 matriline endemic to the Sacramento Valley, confirming its ancient divergence. We observed 6 A-19 variants falling into 2 divergent subclades. Although no A-19 variants were unique to the Intermountain West, the 2 dominant ones were rare elsewhere, and an analysis of molecular variance supported the distinctiveness of this population. Our findings suggest this population was either an ancient relict or derived from a small founder group from a neighboring mountain range. Additional sampling and high-density nuclear genomic markers can further clarify origins of these animals, including potential nonnative introgression.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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".