Bibliographic record
Abstract
New Mexico is a "square-shaped" state of almost 122,000 square miles located in the southwestern United States, bordered on the west by Arizona, on the north by Colorado, on the east by Texas and a small portion of the Oklahoma panhandle, and on the south by Texas and Mexico. Generally, the state could be described as a rolling plain, sprinkled with isolated mountain ranges, having elevations ranging from about 2,800 to over 13,000 feet. The state has four distinct regions: Great Plains in the east, Rocky Mountains north-central, Colorado Plateau northwestern, and Basin and Range south-central and southwest. The high Great Plains come in from the east and rise gradually, breaking into low plateaus west of the Pecos River, which blend into the mountain ranges lying east of the Rio Grande River. The Sangre de Cristo range is northernmost, forming the southern end of the Rocky Mountains, where the state's highest point, 13,161-foot Wheeler Peak, is located. Mesa country begins west of the Rio Grande, leading to two major mountain masses, the San Juans in the north, and San Mateo, Black and Mogollon ranges in the west-central section of the state. Located in the south bordering the Basin and Range Region are the San Andres, Organ, Sacramento and Guadalupe mountain ranges. Four main river systems occur, the San Juan in northwest, Canadian in northeast, Pecos in east and the Rio Grande dividing the state centrally north to south. The Continental Divide passes through the west side of the state and Carlsbad Caverns National Park is located in the far southeast corner. New Mexico is very dry, with rainfall averaging less than 20 inches annually, varying from less than 10 inches in the south and center, to more than 25 inches in the northern higher elevations. BACKGROUND. The last checklist of New Mexico mosses was published by Mahler (1978), based on literature sources for the period 1924-1973. Since then, 14 (see Table 1) publications have placed additional records in the New Mexico flora. This paper combines all literature records on New Mexico
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.131 | 0.017 |
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".