S. neglecta parasitism in O. nigricornis: 2018 collection
Bibliographic record
Abstract
In July 2018, we collected O. nigricornis crickets in southern Ontario (Canada) and New York State (United States of America): from the Koffler Scientific Reserve (coded as K or site 2) (King City Ontario, 44.03°N, 79.53°W), rare Charitable Research Reserve (coded as R or site 4) (Cambridge Ontario, 43.38°N, 80.39°W), the University of Toronto at Mississauga (coded as M or site 3) (43.55°N, 79.66°W), and the Edmund Niles Huyck Preserve and Biological Research Station (coded as H or site 1) (Rensselaerville, New York, 42.10°N, 74.10°W). Crickets were dissected and photographed using an AmScope 5MP digital microscope camera attached to a Wild M5A dissecting microscope. Following dissection, abdomens were examined for the presence of S. neglecta eggs and/or larvae. Crickets containing fly eggs and/or larvae were given a fitness score of 0, while those that did not contain either were given a fitness score of 1. Crickets were photographed under the microscope and digital photos measured using ImageJ software. Measurements of pronotum length, femur length and head width were taken.
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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 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.082 | 0.069 |
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; both teacher heads agree on what is shown here.
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".