First Report of the European Oak Borer, <i>Agrilus Sulcicollis</i> (Coleoptera: Buprestidae), in the United States
Bibliographic record
Abstract
Agrilus sulcicollis Lacordaire was first reported in North America from (Quercus rubra L.), on sticky traps, and also found in insect collections that dated from 1995. After hearing of this discovery in Ontario, unidentified Agrilus specimens that had been collected in Michigan during recent field studies of the emerald ash borer, Agrilus planipennis Fairmaire, were examined. As a result, A. sulcicollis specimens were identified that had been collected in four Michigan counties during 2003 to 2008: Ingham, Oakland, Saint Clair, and Washtenaw. All Michigan specimens had been collected from sticky traps or reared from English oak, Q. robur L. This is the first establishment record of A. sulcicollis in the United States. In addition, A. sulcicollis adults were collected on sticky traps in Monroe and Orleans counties, New York, during surveys in 2009 that targeted A. planipennis. In Europe, A. sulcicollis infests primarily oak. Information is provided on U.S. collection records, U.S. port interception records, and basic life history data of A. sulcicollis.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".