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Record W6893170828 · doi:10.5281/zenodo.15149384

Sclerocoelus hemorrhoidalis Marshall 1997

2025· article· en· W6893170828 on OpenAlexaff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicMollusks and Parasites Studies
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsMargin (machine learning)TroutBody typeOvoidStatistical analysis

Abstract

fetched live from OpenAlex

Sclerocoelus hemorrhoidalis Marshall, 1997 Sclerocoelus hemorrhoidalis Marshall, 1997: 104. Sclerocoelus hemorrhoidalis – Roháček et al. 2001: 249. Diagnosis Body length 2.1–2.3 mm. Membrane around prosternum with 3–5 small, setulae-bearing sclerites. Male S5 rectangular with a pair of short, long setose, posteromedial lobes (cf. Marshall 1997: fig. 46); epandrium with a pair of very long posterior setae (cf. Marshall 1997: fig. 43); perianal pads well developed and dark; surstylus almost claw-shaped, broadest basally and curved posteriorly to a sharp point (cf. Marshall 1997: figs 42–43); postgonite broadened medially, with the posterior margin sinuate (cf. Marshall 1997: fig. 44). Female S8 small, trough-like and trapezoidal, with slightly darker lateral margins (cf. Marshall 1997: fig. 49). Material examined The type specimens deposited in DEBU were examined, as well as the following material: ECUADOR – Pichincha • 1 ♂, 3 ♀♀; 7 km SE of Nanegalito, trout farm ‘San Jose’; 1500 m a.s.l.; 27–30 Oct. 1999; S.A. Marshall leg.; riverine forest, sweeping treefalls; DEBU • 2 ♂♂; Bellavista Cloud Forest Reserve; 0°01′13″ S, 78°40′30″ W; 2200 m a.s.l.; 1 May 2011; S.A. Marshall leg.; pans near treefall; DEBU. Distribution Neotropical: Ecuador, Venezuela.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, 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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.565
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0120.003

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 head0.036
GPT teacher head0.238
Teacher spread0.202 · 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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