Parapirnodus (Acari: Oribatida: Scheloribatidae) of canopy habitats in Western Canada
Bibliographic record
Abstract
Two species of the oribatid mite genus Parapirnodus represent a significant component of the arboreal fauna in canopy habitats in Western Canada, including the canopy of Amabilis fir (Abies amabilis), Western hemlock (Tsuga heterophylla) and Sitka spruce (Picea sitchensis). One of these species, P. coniferinus sp. nov., shows distinct sexual dimorphism, with differences in size of notogastral porose areas. This species also has a larger male spermapositor than the second species, P. hexaporosus sp. nov., which lacks sexual dimorphism. The two species are described and the family placement of Parapirnodus in Scheloribatidae, rather than in Oripodidae, is confirmed based on analysis of adult and immature characters.
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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 | 0.002 | 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) | 0.001 | 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".