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Record W6902211508 · doi:10.6084/m9.figshare.19445260

Additional file 7 of Remnants of horizontal transfers of Wolbachia genes in a Wolbachia-free woodwasp

2022· article· en· W6902211508 on OpenAlexaff

Bibliographic record

VenueFigshare · 2022
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicInsect symbiosis and bacterial influences
Canadian institutionsCanadian Forest Service
Fundersnot available
KeywordsWolbachiaNasonia vitripennisDrosophila (subgenus)DrosophilidaeGeneCytoplasmic incompatibilityMycovirusDrosophila melanogaster

Abstract

fetched live from OpenAlex

Additional file 7: Figure S7. Maximum likelihood tree. It was constructed with the protein sequence of ORF9 compared to similar protein sequences of 20 Wolbachia strains and one protein sequence from Moorea producens (Cyanobacteria: Oscillatoriaceae). The branch indicated in red represents the position of ORF9 among other Wolbachia protein sequences. All Wolbachia strains are named after their hosts as follows: wAna, Drosophila ananassae; wAu, Drosophila simulans; wBt, Bemisia tabaci; wCfeT, Ctenocephalides felis; wCon, Cylisticus convexus; wDac, Dactylopius coccus; wDi, Diaphorina citri; wInc, Drosophila incompta; wKgib, Kradibia gibbosae; wMeg, Chrysomya megacephala; wMel, Drosophila melanogaster; wOb, Operophtera brumata; wOne, Nasonia oneida; wPip, Culex quinquefasciatus; wPol, Atemnus politus; wSan, Drosophila santomea; wStri, Laodelphax striatellus; wTei, Drosophila teissieri; wVulC, Armadillidium vulgare; wYak, Drosophila yakuba.

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)0.002
metaresearch head score (Gemma)0.019
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.851
Threshold uncertainty score0.212

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.019
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0010.000
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.8510.272

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 head0.018
GPT teacher head0.184
Teacher spread0.167 · 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 designObservational
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
Published2022
Admission routes1
Has abstractyes

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