Digonocryptus atrozyrix Aguiar et Ramos 2011
Bibliographic record
Abstract
Digonocryptus atrozyrix Aguiar et Ramos, 2011 Morphological variation. Fore wing length 10.2 mm; vein 3-Cu 1.41 length of 4-Cu; ovipositor 1.07 length of hind tibia. Antenna with 25 flagellomeres. Color: pronotal collar nearly fully taken by wide yellow stripe; yellow spot of mesopleuron and that of the upper metapleuron both about half the size of those observed on the holotype; lower metapleuron fully black. Fore tarsus black, basitarsus apex, laterally, with elongate yellowish spot/stripe; mid t3–4 (missing on the holotype) fully dark brown. Comments. This is the second specimen reported for the species. It is almost 30% smaller than the holotype, but the overall structure and color pattern, including apical infuscation of the fore wing, are essentially the same, and it runs easily to the corresponding species in the key by Aguiar and Ramos (2011). Material examined. 1 female from COSTA RICA, Monteverde, Finca Canada, forest, 1500 m, 29.V–1.VI.1988, Malaise trap, BVBrown (CNCI). Distribution. Costa Rica NR, Panama (Fig 52).
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.039 | 0.019 |
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".