Hosts of the Parasitoid Pachycrepoideus vindemmiae (Rondani) (Hymenoptera: Pteromalidae) for Medical, Veterinary and Economic Importance Collected in the State of Goiás, Brazil
Bibliographic record
Abstract
Pachycrepoideus vindemmiae (Rondani) (Hymenoptera: Pteromalidae) is a solitary parasitoid containing a great number of Diptera in the families Anthomyiidae, Calliphoridae, Cecidomyiidae, Drosophilidae, Lonchaeidae, Muscidae, Phoridae, Piophilidae, Sarcophagidae, Sphaeroceridae, Stratiomyiidae, Syrphidae and Tephritidae. Pachycrepoideus vindemmiae is a parasitoid of a great number of Diptera, including species of Calliphora, Lucilia, Hylemya, Drosophila, Rhagoletis, Paratheresia, Anastrepha, Ceratitis, Phormia, Phaenicia, Sarcodexia, Zaprionus, Ornidia, Megaselia, Synthesiomyia and Haematobia. This species presents a diversified distribution; it has been found in North America, Canada, North America, Canada, Africa and in other countries other countries in Latin America, Asia and Europe. This book chapter aims to study the parasitoid P. vindemiae in the following aspects: its hosts, its development in various substrates, its geographical distribution, its taxonomy, biology, types of traps and methods for its collection and an experimental study.
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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) | 0.000 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".