Bibliographic record
Abstract
KRATERISKE Huber, 2015 (Figs 163 –169) Krateriske Huber, 2015a: 38. Type species: Krateriske guianensis Huber, by original designation. Diagnosis. Face with subantennal sulci meeting at or just dorsal to mouth margin and continuing to mouth as short median sulcus (Figs 163, 164); clava with numerous short oblique mps (Fig. 165); parastigma with 2 or 3 hypochaetae midway between proximal and distal macrochaetae (Fig. 166); propodeum with median, oval craterlike depression and median carina extending from its anterior margin almost to dorsellum (Fig. 167). Remarks. Krateriske is the only genus in the Gonatocerus group of genera (Gonatocerini) whose fore wing has 2 or 3 hypochaetae. The female clava and propodeum with curved submedian carinae are also characteristic. Neotropical hosts. Unknown. Important reference. Huber (2015a).
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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 | 0.012 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.040 | 0.024 |
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".