Life on a High Isolated Mountain: the Arthropod Fauna of Mt. Taylor, Cibola County, New Mexico
Bibliographic record
Abstract
New Mexico at 2874-3445 m (9424-11,300 ft) was examined by pitfall trapping, and to a lesser extent by pan trapping and hand collection between 1997 and 2008, with continuous pitfall trapping in 1997-2000. This fauna was characteristically Canadian in nature (as might be expected as the area covers Canadian and Hudsonian life zones with a tiny area of Arctic-Alpine at the top of the peak’s north face; see Price 1997), but also contained unique elements such as a then-undescribed species of trapdoor spider (Araneae: Cyrtaucheniidae) from the pitfall traps (described as Neoapachella rothi Bond and Opell in 2002) and a still-undescribed jumping spider of the genus Habronattus (Araneae: Salticidae). At least 237 species in a minimum of 75 families were collected over the course of the study. As our methods were somewhat limited, we expect many more species to be found in the area covered. Pitfall traps were maintained near the summit until 2000. Dominant arthropods included Carabus (Oreocarabus) taedatus agassii LeConte (Coleoptera: Carabidae), Anystis sp. (Acari: Anystidae), and Pardosa concinna (Thorell) (Araneae: Lycosidae), among others. The Canadian and Rocky Mountain tiger beetle Cicindela longilabris Say (Coleoptera: Carabidae), the alpine dragonfly Oplonaeschna armata (Hagen) (Odonata: Aeshnidae), and the short-winged grasshoppers Chorthippus curtipennis (Harris) and Melanoplus magdalenae Hebard were examples of less-common hand-collected or pan-trapped high-elevation species.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".