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Record W6920989525 · doi:10.6084/m9.figshare.16834913

Additional file 3 of Channel nuclear pore protein 54 directs sexual differentiation and neuronal wiring of female reproductive behaviors in Drosophila

2021· article· en· W6920989525 on OpenAlexaff

Bibliographic record

VenueFigshare · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicNuclear Structure and Function
Canadian institutionsUniversity of Winnipeg
Fundersnot available
KeywordsMatingRNA interferenceInterference (communication)DoublesexAnalysis of varianceBar (unit)Drosophila melanogaster

Abstract

fetched live from OpenAlex

Additional file 3 Nup54 RNAi in doublesex expressing neurons reveals a separable sex-peptide response in receptivity and oviposition and a role in sexual differentiation. A) Receptivity after Nup54 RNAi knock-down from UAS P{GD14041}v42153; P{GD14041}v42154 inserts in neurons with elavGAL4C155 (yellow) and in ppkGAL4 (orange), fruGAL4 (green) and dsxGAL4 (red) patterns after sex-peptide (SP, dark color) or Ringer’s (R, light color) injection measured by counting mating females in a 1 h time period 3 h after SP or R injection, respectively. Means with the standard error for three experiments with 16 females each are shown, and statistically significant differences from ANOVA post-hoc pairwise comparisons are indicated by different letters (p≤0.001). B) Oviposition after Nup54 RNAi knock-down from UAS P{GD14041}v42153; P{GD14041}v42154 inserts in neurons with elavGAL4C155 (yellow) and in ppkGAL4 (orange), fruGAL4 (green) and dsxGAL4 (red) patterns after sex-peptide (SP, dark color) or Ringer’s (R, light color) injection shown as means of eggs laid in 18 h with the standard error for 8 females each, respectively, and statistically significant differences from ANOVA post-hoc pairwise comparisons are indicated by different letters (p≤0.0001). C, D) Genitals of control females (C) and females expressing Nup62 RNAi from UAS with dsxGAL4 (D). The scale bar in C is 20 μm. E, F) Front legs of control males (E) and males expressing Nup62 RNAi from UAS with dsxGAL4 (F). Arrowheads indicate the position of sex combs. The scale bar in E is 100 μm. The data underlying the presented graphs are in Additional file 6.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Dataset · Consensus signal: none
Teacher disagreement score0.494
Threshold uncertainty score0.687

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.3140.000

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 head0.012
GPT teacher head0.207
Teacher spread0.195 · 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 teacher head, not a consensus.

Study designBench or experimental
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
Published2021
Admission routes1
Has abstractyes

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