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Record W6930720208 · doi:10.5281/zenodo.15141639

Table 1 in Walaphyllium subgen. nov., the dancing leaf insects from Australia and Papua New Guinea with description of a new species (Phasmatodea, Phylliidae)

2020· dataset· en· W6930720208 on OpenAlexaff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2020
Typedataset
Languageen
FieldMathematics
TopicStatistical Methods and Bayesian Inference
Canadian institutionsEspace pour la vie
Fundersnot available
KeywordsNew guineaRADIUSTable (database)VeinMargin (machine learning)

Abstract

fetched live from OpenAlex

Table 1. Morphological comparison of the four recognized Phyllium subgenera. FeaturePulchriphyllium Griffini, 1898Walaphyllium subgen. nov.Phyllium Illiger, 1798Comptaphyllium Cumming et al., 2019Egg CapsuleNo pinnae (surface pitted and brittle)No Pinnae (instead an irregular porous, sponge-like texture, brittle, not flexible)Pinnae (rope, feather, or moss-like of various lengths, all flexible)Pinnae (feather-like)Egg OperculumConically raisedConically raisedFlat, margin with rope, or feather-like pinnae or conically raised, with moss-like pinnaeFlat, with a prominent sagittal fan of feather-like pinnae through the centerMale Tegmina (Radial)Variable: can be branched once into first radius and radial sector, or branched into the first radius, second radius, and radial sectorVariable: can be branched once into first radius and radial sector, or branched as many as four timesVariable: can be branched once into first radius and radial sector, or branched as many as three timesBranched once into first radius and radial sectorMale Tegmina (Media)With an anterior media vein (MA) and two posterior media veins (MP1 and MP2)With an anterior media vein (MA) and two posterior media veins (MP1 and MP2)Variable: can simply be branched into the anterior media (MA) and posterior (MP) or with an anterior media vein (MA) and two posterior media veins (MP1 and MP2)Branched into the anterior media (MA) and posterior (MP) onlyFemale Tegmina (Media and Cubitus)Media and cubitus side by side (touching or or less than one vein width away) until the media posterior diverges to the wing marginMedia and cubitus with spacing between many times wider than the width of a vein for a majority of the lengthMedia and cubitus with spacing between many times wider than the width of a vein for a majority of the lengthMedia and cubitus with spacing between many times wider than the width of a vein for a majority of the lengthFemale Tegmina (Cubitus Branching)With an anterior and posterior cubitus onlyWith an anterior cubitus and a branched posterior cubitus into the first and second posterior cubitusWith an anterior and posterior cubitus onlyWith an anterior and posterior cubitus onlyMale Vomer1 hook1 hook1 or 2 hooks1 hookTibial Exterior Lobes (Male and Female)YesNoYes or NoNo

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Dataset · Consensus signal: none
Teacher disagreement score0.028
Threshold uncertainty score0.093

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0280.008

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 head0.145
GPT teacher head0.309
Teacher spread0.164 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreDataset

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
Published2020
Admission routes1
Has abstractyes

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