Long handling times of <i><scp>P</scp>raon unicum</i> by <i><scp>H</scp>armonia axyridis</i> result in protection from predation
Bibliographic record
Abstract
Abstract The intraguild predator H armonia axyridis has a longer handling time of P raon unicum mummies in contrast to A phidius matricariae mummies and the pest aphid M yzus persicae . In addition, the rejection rate of P . unicum is higher as compared to the A . matricariae and M . persicae . H armonia Axyridis also has a shorter residence times when foraging in P . unicum patches. The longer handling time may provide P . unicum with a refuge from intraguild predation by H . axyridis . Thus, P raon unicum could be a better biocontrol agent than A . matricariae in the presence of intraguild predation, as it will face lower predation rates.
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".