Bibliographic record
Abstract
Pepsis mildei Stål (orange-winged variant) COSTA RICA: Guanacaste Province, Abangares; 24 October 2019, 1013 AM; H. Lopez. Host: Sericopelma sp. (Theraphosidae), adult or subadult female. The wasp grasped the immobilized tarantula by its right pedipalp, dorsal side upward, and dragged it backwards across the ground through vegetation (Lopez 2019). Sericopelma is a new host genus for the common spider wasp Pepsis mildei (orange-winged variant). MEXICO: Hidalgo State, El Chico National Park, near Mirador de la Peña viewpoint; 18 July 2023, 1730 CDT; D. Barrales. Host: Hemirrhagus sp. (undescribed species) (Theraphosidae) [det. J. Mendoza], adult female. The wasp dragged the paralyzed tarantula backwards across leaf litter, dorsal side upward, grasping the base of its second left leg with her mandibles (Barrales 2023). Undescribed troglobitic species of Hemirrhagus is a new host tarantula species for P. mildei (orange-winged variant).
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.
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 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.025 | 0.008 |
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".