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Record W6930784010 · doi:10.5281/zenodo.14674304

Phytobia Lioy 1864

2025· article· en· W6930784010 on OpenAlexaff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Languageen
FieldComputer Science
TopicImbalanced Data Classification Techniques
Canadian institutionsMcGill University
Fundersnot available
KeywordsGenusHolotypeMale genitaliaTaxonomy (biology)Phallus (fungus)Group (periodic table)

Abstract

fetched live from OpenAlex

Genus Phytobia Lioy, 1864 Phytobia Lioy, 1864: 1313. TYPE SPECIES. — Agromyza errans Meigen, 1830. REMARKS Phytobia species are generally dark coloured in the Nearctic and Palaearctic region, but many species have contrasting yellow coloration in the Neotropical region. Most Phytobia have 3 +1 well-developed dc, a wing with vein R 4+5 ending closer to the wing tip than M 1+2 or both veins equidistant from wing tip. The frons is usually dark, sometimes paler (reddish), and the lunule is often silvery. The male genitalia usually have a broadly rounded hypandrium, and the surstyli are usually broad, lobate. A few species do not share this combination of characters and were included in a separate group, the Phytobia unica group (Boucher 2010), discussed below. Five specimens of Phytobia were collected in Mitaraka, each representing a separate species. Among them, Phytobia Mit-2 and Phytobia Mit-3 are known from female specimens only (Boucher & Pollet 2021), and their identities could not be confirmed. The other species, Phytobia Mit-1, Phytobia Mit-4 and Phytobia Mit-5 (Boucher & Pollet 2021) represent new species and are described below. Two of these new species (P. dalensi Boucher, n. sp. and P. corona Boucher, n. sp.) are part of the Phytobia unica group, along with four other previously known Neotropical species: P. unica Spencer, 1973, P. mentula Sasakawa, 1992, P. pipinna Sasakawa, 1992 and P. guatemalensis Sasakawa, 2005. This species group is characterized by the presence of only two well-developed postsutural dc, in addition to a very small third one in some species, a phallus ending in paired tubules, a well-defined cylindrical mesophallus, a narrow and elongate hypandrium, a C-shaped surstylus covered with short spines, and narrowly connected to the posteroventral margin of the epandrium. Also, the wing venation of the P. unica group is very similar to that of the subfamily Agromyzinae Fallén, 1823, with the subcostal vein joining R 1 before reaching the costa (also occurs in other Phytobia) and the distal margin of R 1 that is expanded near the junction.

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 categoriesScience and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.933
Threshold uncertainty score1.000

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 studies0.0010.000
Scholarly communication0.0010.001
Open science0.0030.002
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.005

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 head0.028
GPT teacher head0.261
Teacher spread0.234 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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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