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Record W6930984981 · doi:10.5281/zenodo.16739533

Metaphotina undefined-1

2025· article· en· W6930984981 on OpenAlexaff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Languageen
FieldComputer Science
TopicCryptography and Residue Arithmetic
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsVertex (graph theory)BiomeRegular polygonProjection (relational algebra)Clearance

Abstract

fetched live from OpenAlex

Keys to Metaphotina species 1. Males’s vertex convex (Fig. 19A). Ventral phallomere left margin curving smoothly towards the spiniform projection of the sdp (Fig. 20A). Left phallomere’s posterior bending convex (Fig. 20A). Females’ CG8 proximal projections angular, with sharp edges (Fig. 21A). cxdl strongly sclerotized (Figs. 21A, D). Distributed mainly in the Brazilian Cerrado biome and neighboring semiarid habitats within N. Argentina, S. Bolivia, Paraguay, and Uruguay (Figs. 24, 26)................................................................................................ Metaphotina bimaculata (Saussure, 1870) - Male vertex flattened (Figs. 20B, C). Ventral phallomere left margin curving sharply towards the spiniform projection of the sdp (Figs. 21B, C). Females’ CG8 proximal projections rounded (Figs. 21B, 21C). cxdl membranous (Figs. 21E, F). Distributed only in the Caatinga biome and adjacent areas (Figs. 25, 26)................................................... 2 2. Male vertex with a narrow, longitudinal depression bisecting its top. (Fig. 19B). Mesothoracic wings with a brown spot of variable size on the central portion of the discoidal field, metathoracic wings hyaline (Fig. 22C). Females’ vertex with strong bump medially and with deep excavated ps (Fig. 19E). Metathoracic wings with longitudinal veins of anal area alternating black and white (Fig. 22D). CG8 hexagonal, proximal projections as small spines, sbu acute (Fig. 21E). Distributed in the northernmost regions of the Caatinga of northeastern Brazil (Figs. 25, 26).................................................................................................. Metaphotina austri Ferraz, Souza-Dias & Rivera, 2023 - Males’ vertex flattened, without longitudinal depression (Fig. 19C). Mesothoracic wings hyaline, metathoracic wings with dark spot of variable size at the anal field (Fig. 22E). Females’ vertex with moderate bump medially and shallowlly excavated ps (Fig. 19F). Metathoracic wings with longitudinal veins of anal area black (Fig. 22F). CG8 lozenge, proximal projections as tubercules, sbu rounded (Fig. 21F). Distributed in the southernmost region of the Caatinga (Figs. 25, 26)............................................................................................. Metaphotina akaraje sp. nov.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.938
Threshold uncertainty score0.209

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.001
Science and technology studies0.0030.001
Scholarly communication0.0010.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0620.019

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 head0.020
GPT teacher head0.235
Teacher spread0.216 · 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 source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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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