Natural Parasitization of <i>Karanj</i> Defoliator, <i>Glyphodes negatalis</i>, Walker (Lepidoptera:Pyralidae): a Newly Reported Insect Pest of <i>Karanj</i> in South Gujarat
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The studies on incidence of natural enemies of Karanj defoliator, Glyphodes negatalis , Walker was carried out in the laboratory of Department of Entomology, ASPEE College of Horticulture and Forestry, Navsari Agricultural University, Navsari (Gujarat) during 2010-2011. Two hymenopteran parasitoids viz., Xanthopimpla sp. (Ichneumonidae) and Brachymeria sp. (Chalcididae) were found to parasitize the larvae of G. negatalis . The extent of parasitization by Xanthopimpla sp. ranged from 4.00% to 17.50% and by Brachymeria sp. ranged from 3.03% to 13.79%. The total extent of parasitization by parasitoid complex ranged from 7.69% to 29.31%.
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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 | 0.006 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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 it