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Record W4413119202 · doi:10.22543/0090-0222.2589

A Distinctive Dune Form Of The Marbled White Butterfly, Euchloe Olympia (Lepidoptera: Pieridae) In The Great Lakes Area

2025· article· en· W4413119202 on OpenAlexaboutno aff
Warren H.‏ Wagner

Bibliographic record

VenueThe Great Lakes Entomologist · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicFire effects on ecosystems
Canadian institutionsnot available
Fundersnot available
KeywordsPieridaeButterflyLepidoptera genitaliaGeographyEcologyBiology

Abstract

fetched live from OpenAlex

[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.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.067
Threshold uncertainty score0.779

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.010
GPT teacher head0.224
Teacher spread0.214 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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