Triozidus eleutherococci Liao & Inoue & Percy 2025, comb. nov.
Bibliographic record
Abstract
Triozidus eleutherococci (Konovalova, 1980) comb. nov. Trioza eleutherococci Konovalova, 1980: 21. Material examined. None. Description. Adult male and female in Konovalova (1980), with additional information in the key in Konovalova (1988). Host plant. Given as Eleutherococcus senticosus in Konovalova (1980) but no mention of galls. Distribution. Russia (Primorsky Krai, Russian Far East) (Konovalova 1980, 1988). Comment. This species, like T. burckhardti, lacks the medial projections on the distal aedeagus segment. The paramere shape is diagnostic with the apex extended rearward more so than in other Triozidus (Fig. 16). Other distinguishing characters that also suggest this species may be most closely related to T. burckhardti are small size (overall body size less than 4.5 mm, forewing length less than 3.5 mm) (Fig. 16), relatively narrow forewing, and genal cones that are short and acute (Konovalova 1980, 1988).
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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 | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.006 |
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".