Macroinvertebrates Occurring in Sunbeam Hot Springs, an Absolutely Hot Spring in Idaho, USA
Bibliographic record
Abstract
ABSTRACT On five occasions from 2000 to 2002, we sampled the macroinvertebrate fauna of the Sunbeam Hot Springs in central Idaho, USA. Spring surface water temperatures ranged from 52 to 58°C, and a relatively depauperate community was found, which comprised Coleoptera, Diptera, Hydracarina, and Ostracoda. The community varied little among the sampling dates, with total animal density of 86–168 ind./m2 and total richness of seven taxa. The fauna of the Sunbeam Hot Springs resembles the fauna reported from hot springs in Washington, Alberta, and British Columbia more that the fauna from hot springs of Yellowstone National Park. The aquatic beetle Hydroscapha natans, a southern species not common to either the Pacific Northwest or Yellowstone, was collected in this Idaho hot spring.
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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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 0.001 |
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; both teacher heads agree on what is shown here.
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".