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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 OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

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.

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)0.002
Version: codex-gemma-dda1882f352aValidation 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: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.018
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.001

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