A Distinctive Dune Form Of The Marbled White Butterfly, Euchloe Olympia (Lepidoptera: Pieridae) In The Great Lakes Area
Bibliographic record
Abstract
[Excerpt] The dunes along the shores of Lake Huron in the vicinity of Ipperwash Provincial Park, Port Franks, and Pinery Provincial Park, Ontario, are notable for their unusual vegetation and a number of interesting plants and animals. During studies of the peculiar, disjunctive populations of the dwarf hackberry tree (Celtis tenuifolia Nutt.) (Wagner, 1974), I became aware that the local population of marbled white, Euchloe olympia (Edwards), differed in a number of respects from the usual form with which I was familiar. Preliminary observations during the spring of 1975 suggested that the butterflies might even represent a distinct subspecies, so numerous were the differences. Later observations on collections made by Mogens C. Nielsen in the sand dunes of Berrien County, Michigan, along Lake Michigan, show similar differences from the usual form of olyrnpia in the Great Lakes region.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.001 | 0.000 |
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".