Bibliographic record
Abstract
Paracricotopus mozleyi Steiner, 1983 Material examined. Holotype: Pharate male and pupal skin (recovered from salamander gut), USA, Georgia; Lumpkin Co.; vertical rock seep 4.2 km northeast of Stonepile Gap crossroads on north side of State Route 60; elev. 781 m; leg. J.W. Steiner, 26.x.1981; dep. USNM. Paratypes: reared pharate male with cast pupal and larval skins, one pupal skin, one partial pupal skin, two 4 th instar larvae, one 4 th instar larval head (recovered from salamander gut), one 3 rd instar larva, same as holotype. Description. Adult male as described by Steiner (1983) with the following additions: Thorax. Achrostichals 9. Abdominal tergite setation (Fig. 7D). Tergites I with two lateral setae, anterior basal setae, and posterior marginal setae in 2 diagonal rows in 2/1 format. Tergites II–VIII with 3 lateral setae. Anterior basal setae, and posterior marginal on tergites II and IV in three rows and on tergites III and V in two rows. Distribution. Nearctic: USA (Georgia).
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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) | 0.001 | 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.003 |
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".