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Additional file 2 of Physiological and transcriptomic analyses provide insight into thermotolerance in desert plant Zygophyllum xanthoxylum

2023· article· en· W6920935406 on OpenAlexaff

Bibliographic record

VenueFigshare · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPlant Gene Expression Analysis
Canadian institutionsCarleton University
Fundersnot available
KeywordsGeneHomologous chromosomeTranscriptomeFold changeTable (database)Sequence (biology)Gene expression

Abstract

fetched live from OpenAlex

Additional file 2: Table S1.Overview of RNA sequencing data. Table S2. Sequencing production statistics. Table S3. Summary of sequence annotation. Table S4. DEGs related to MYBs and HSFs in roots of Z. xanthoxylum under heat treatments. Fold change equals to log2 (the RPKM value of a gene undertreatment / the RPKM value of a gene under control condition) and indicates thetranscript abundance change of each DEGs. Homologous gene and homologous species were obtained by NCBI blast according to the sequence corresponding to the gene ID. Table S5. DEGs relatedto AP2/ERFs in roots of Z. xanthoxylum identified only at 40°C for 0.5 h. Foldchange equals to log2 (40°C-0.5 h RPKM / 25°C-0.5 h RPKM) and indicates thetranscript abundance change of each DEGs. Homologous gene and homologous species were obtained by NCBI blast according to the sequence corresponding tothe gene ID. Table S6. DEGs relatedto WRKYs in roots of Z. xanthoxylum identified only at 40°C for 0.5 h. Foldchange equals to log2 (40°C-0.5 h RPKM / 25°C-0.5 h RPKM) and indicates thetranscript abundance change of each DEGs. Homologous gene and homologousspecies were obtained by NCBI blast according to the sequence corresponding tothe gene ID. Table S7. DEGs related to HSFs in roots of Z. xanthoxylum identified only at 40°C for 0.5 h. Foldchange equals to log2 (40°C-0.5 h RPKM / 25°C-0.5 h RPKM) and indicates thetranscript abundance change of each DEGs. Homologous gene and homologous species were obtained by NCBI blast according to the sequence corresponding tothe gene ID. Table S8. DEGs relatedto HSPs in roots of Z. xanthoxylum identified under heat treatments. Foldchange equals to log2 (the RPKM value of a gene under treatment / the RPKM value of a gene under control condition) and indicates the transcript abundancechange of each DEGs. Homologous gene and homologous species were obtained by NCBI blast according to the sequence corresponding to the gene ID. Table S9. DEGs related to HSPs in roots of Z. xanthoxylum identified only at 40°C for 6 h. Fold change equals to log2 (40°C-6 h RPKM / 25°C-6 h RPKM) and indicates the transcript abundance change of each DEGs. Homologous gene and homologous species were obtained by NCBI blast according to the sequence corresponding to the gene ID. Table S10. DEGs related to PSI inleaves of Z. xanthoxylum identified only at 40°C for 0.5 h. Fold change equalsto log2 (40°C-0.5 h RPKM / 25°C-0.5 h RPKM) and indicates the transcript abundance change of each DEGs. Homologous gene and homologous species were obtained by NCBI blast according to the sequence corresponding to the gene ID. Table S11. The sequences used for RT-qPCR validation.

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)0.001
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 score0.571
Threshold uncertainty score0.430

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
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)0.5710.000

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 head0.044
GPT teacher head0.282
Teacher spread0.239 · 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 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".

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Citations0
Published2023
Admission routes1
Has abstractyes

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