Bibliographic record
Abstract
Agromyza aristata Malloch (Fig. 65) Material examined. OKLAHOMA: Payne Co., Mehan, 36.014339° N, 96.996744° W, 5.iv.2016, em. by 11.iv.2017, M.W. Palmer, ex Ulmus rubra, #CSE3448, CNC939912 (1♂); VERMONT: Chittenden Co., South Burlington, Winooski Gorge, 16.v.2015, em. 24.iii–6.iv.2016, C.S. Eiseman, ex Ulmus rubra, #CSE2264, CNC654497–654499 (3♀). Hosts. Ulmaceae: Ulmus americana L. (Frick 1959), U. * rubra Muhl. Leaf mine. (Fig. 65) Usually beginning near the leaf margin; initially green and linear, later widening into a brown, elongate blotch. Frass is indistinct in the narrow, green portion, but later present in blackish particles that often form two rows, becoming more randomly scattered toward the end. Concentric feeding lines are evident in the blotch. Puparium. Yellowish-brown; formed outside the mine. Distribution. USA: AR (leaf mines only), FL (leaf mines only; Frost 1924), IL, IN, IA, NY, OH, *OK, PA, VA, *VT; Canada: AB, ON. We have also seen leaf mines (including photographs submitted to www.BugGuide.net) from MA, MD, NJ, NC, TN, WI, and NB. Comments. This species is univoltine, with larvae feeding in April and May; pupae overwinter.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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".