Bibliographic record
Abstract
Phytomyza agromyzina Meigen Material examined. OKLAHOMA: Payne Co., Mehan, 36.014339° N, 96.996744° W, 13.iv.2016, em. 22.iv.2016, M.W. Palmer, ex Cornus drummondii, #CSE2661, CNC653985 (1♂). Hosts. Cornaceae: Cornus canadensis L., C. * drummondii C. A. Mey., C. sericea L. (Spencer 1969, 1981); we have also seen leaf mines on C. alternifolia L. f., C. amomum Mill., C. nuttallii Audubon ex Torr. & A. Gray, and C. racemosa Lam. Leaf mine. Long, narrow, entirely linear, on the upper leaf surface; whitish, with frass in alternating black strips, often with a broad, green central band that occupies nearly the full width and may obscure the frass pattern. Puparium. Yellowish-brown; normally on the ground, but not infrequently remaining in the exit slit at the end of the mine (Spencer 1981). In the Oklahoma example, the puparium was formed entirely within the mine. Distribution. USA: CA, *OK, WA; Canada: AB (larvae only), QC; Europe. We have also seen leaf mines (including photographs posted to www.BugGuide.net) in USA: AK, CO, IA, ID, MA, KS, NH, OR, VT, WI; Canada: NB, ON, SK.
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 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 | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.031 | 0.019 |
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".