DIFFERENTIATION OF THE SPECIES OF<i>UROLEPIS</i>(HYMENOPTERA: CHALCIDOIDEA: PTEROMALIDAE), POTENTIAL BIOCONTROL AGENTS OF FILTH FLIES (DIPTERA: MUSCIDAE)
Bibliographic record
Abstract
Abstract The world species of Urolepis Walker are reviewed and a key is given to differentiate females of Urolepis singularis (Ashmead) and males and females of Urolepis maritima (Walker) and Urolepis rufipes (Ashmead). Lectotypes are designated for U . rufipes and U . singularis . Biological literature relating to parasitism of house flies and stable flies by U . maritima and U . rufipes is summarized, and known hosts of the three species and collection records within the Nearctic region are given. Urolepis maritima is recorded for the first time from the Nearctic region, and U . rufipes is confirmed from northern Europe (Denmark and Germany).
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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 | 0.000 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".