Triozidus eleutherococci Liao & Inoue & Percy 2025, comb. nov.
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.004 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.004 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.075 | 0.027 |
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 it