Bibliographic record
Abstract
KALOPOLYNEMA Ogloblin, 1960 (Figs 152–157) Kalopolynema Ogloblin, 1960a: 3. Type species: Kalopolynema discrepans Ogloblin, 1960. See Huber et al. (2020) for generic synonyms and their type species. Diagnosis. Face with subantennal sulcus ventral to each torulus, without a pit medially next to each torulus and toruli separated from transverse trabecula by about height of a torulus (Fig. 152a); propleura widely separated from each other anterior to prosternum; fore wing narrow (Fig. 154), with venation about 0.25 wing length and marginal vein absent; propodeum without carinae (Fig. 155); petiole attached posteriorly to gt 1, (Figs 156, 157); ovipositor with fairly large basal loop and strongly exserted (Fig. 156). Remarks. Kalopolynema belongs to the Polynema group of genera. It is distinguished most easily from the other genera by the combination of a strongly exserted and somewhat upcurved ovipositor with a large basal loop and a narrow fore wing. The petiole in lateral view is relatively short with a sharp ventral tooth. Neotropical hosts. Hemiptera: Delphacidae. Important reference. Triapitsyn & Berezovskiy (2002).
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.021 | 0.015 |
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; both teacher heads agree on what is shown here.
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".