A review of the genus Pachymerium C. L. Koch, 1847 (Geophilomorpha: Geophilidae) from Romania
Bibliographic record
Abstract
Based on the review of the original descriptions of Pachymerium antipai Cpue, 1968, P. atticum Verhoeff, 1901 and P. tabacarui Cpue, 1968 from Romania and the direct study of the external anatomy of P. ferrugineum (C. L. Koch, 1835) and Geophilus flavus (De Geer, 1778) from Romania, Egypt, Italy and Russia, P. antipai and P. aticum sensu Cpue (1968) are proposed as junior subjective synonyms of P. ferrugineum, while P. tabacarui is proposed as a junior subjective synonym of G. flavus. The presence of P. atticum in Romania is hereby considered doubtful. Revisions to the diagnosis of Pachymerium are proposed to help differentiate it from other geophilid genera. A discussion of the relative suitability of different morphological characters for distinguishing species within Pachymerium is also included.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.007 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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".