Bibliographic record
Abstract
Liriomyza pistilla Lonsdale (Fig. 149) Material examined. MASSACHUSETTS: Franklin Co., Sunderland, Mt. Toby, 27.vi.2014, em. by 15.vii.2014, N. D. Charney, ex Melampyrum lineare, #CSE1183, CNC384842–384844 (3♂); Hampshire Co., Pelham, Butter Hill Wildlife Sanctuary, 2.vi.2015, em. 20–23.vi.2015, C.S. Eiseman, ex Melampyrum lineare, #CSE1635, CNC564685–564689 (3♂ 2♀); Nantucket Co., Nantucket, Masquetuck, 11.vi.2013, em. 26–30.vi.2013, C.S. Eiseman, ex Melampyrum lineare, #CSE610, CNC422920–422923 (1♂ 3♀). Host. Orobanchaceae: Melampyrum lineare Desr. Leaf mine. (Fig. 149) Whitish, upper surface; initially narrow and linear, then forming a blotch that may obliterate the linear portion. Frass is in scattered grains and short strips. The mines from Mt. Toby were rather different from others we have seen, consisting of long, linear mines contorted to form secondary blotches, with frass in alternating beaded strips. Puparium. Yellowish; formed outside the mine. Distribution. USA: MA, NC; Canada: AB, BC, NS, ON, QC. Comments. This is presumably the species responsible for the unidentified linear-blotch mine on Melampyrum lineare that Spencer (1969) reported from Quebec.
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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 | 0.001 | 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) | 0.018 | 0.018 |
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".