Distribution and abundance of Mountain Goats, Oreamnos americanus, in westcentral British Columbia
Bibliographic record
Abstract
During autumn 1996 and 1997, we surveyed eight inventory blocks covering 6427 km? in west-central British Columbia for Mountain Goats (Oreamnos americanus) and estimated that a minimum of 2272 individuals occupied the area.Totals were not adjusted for sightability.For areas above the minimum elevations of goat sightings, the overall population density was 0.70 goats * km.Mountain Goats occurred in groups of 1-33 animals and at elevations ranging from 500 to 2050 m.Most (87.3%) were observed in alpine or cliff areas, but many (10.7%) were observed in timbered areas, especially near the coast.The present Mountain Goat population appears healthy, but expanding forestry operations in Mountain Goat habitat and increased road access will necessitate more refined management in the near future.
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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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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".