Revision of the species of Lytopylus from Area de Conservación Guanacaste, northwestern Costa Rica (Hymenoptera, Braconidae, Agathidinae)
Bibliographic record
Abstract
Thirty two new species of Lytopylus (Agathidinae) are described with image plates for each species: Lytopylus alejandromasisi sp. n. , Lytopylus alfredomainieri sp. n. , Lytopylus anamariamongeae sp. n. , Lytopylus angelagonzalezae sp. n. , Lytopylus cesarmorai sp. n. , Lytopylus eddysanchezi sp. n. , Lytopylus eliethcantillanoae sp. n. , Lytopylus ericchapmani sp. n. , Lytopylus gahyunae sp. n. , Lytopylus gisukae sp. n. , Lytopylus guillermopereirai sp. n. , Lytopylus gustavoindunii sp. n. , Lytopylus hartmanguidoi sp. n. , Lytopylus hernanbravoi sp. n. , Lytopylus hokwoni sp. n. , Lytopylus ivanniasandovalae sp. n. , Lytopylus johanvalerioi sp. n. , Lytopylus josecortesi sp. n. , Lytopylus luisgaritai sp. n. , Lytopylus mariamartachavarriae sp. n. , Lytopylus miguelviquezi sp. n. , Lytopylus motohasegawai sp. n. , Lytopylus okchunae sp. n. , Lytopylus pablocobbi sp. n. , Lytopylus robertofernandezi sp. n. , Lytopylus rogerblancoi sp. n. , Lytopylus salvadorlopezi sp. n. , Lytopylus sangyeoni sp. n. , Lytopylus sarahmeierottoae sp. n. , Lytopylus sergiobermudezi sp. n. , Lytopylus sigifredomarini sp. n. , and Lytopylus youngcheae sp. n. A dichotomous key and a link to an electronic, interactive key are included. All specimens were reared from Lepidoptera larvae collected in Area de Conservación Guanacaste (ACG) and all are associated with ecological information including host caterpillar, collection date, eclosion date, caterpillar food plant, and locality. Neighbor-joining and maximum likelihood analyses of the barcode region of the mitochondrial cytochrome c oxidase subunit I gene (COI DNA barcode) were conducted to aid in species delimitation.
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 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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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 teacher head, 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".