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Record W4403344356 · doi:10.5376/be.2024.14.0021

Advancements in Wheat Hybridization: Overcoming Biological Barriers

2024· article· en· W4403344356 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueBiological Evidence · 2024
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicWheat and Barley Genetics and Pathology
Canadian institutionsnot available
FundersModern Agricultural Technology Industry System of Shandong province
KeywordsBiotechnologyBiology

Abstract

fetched live from OpenAlex

Wheat hybrid breeding is a key approach to improving global wheat productivity and ensuring food security. However, reproductive barriers between different wheat species, difficulties in chromosome pairing, and sterility issues in hybrid seed production have limited the widespread adoption of hybrid wheat varieties. To overcome these biological barriers, scientists have developed various advanced technologies and methods, facilitating progress in wheat hybrid breeding. This study reviews the latest technological advancements in overcoming biological barriers in wheat hybrid breeding, focusing on the application of male sterility systems, embryo rescue techniques, and gene editing. It also analyzes the progress in genomic and molecular tools. The research finds that male sterility systems, embryo rescue techniques, and gene editing technologies have successfully addressed some of the biological barriers in wheat hybrid breeding. Successful cases of hybrid wheat demonstrate that these technologies not only improve hybridization success rates but also enhance crop disease resistance and yield potential. Additionally, genomic tools have significantly accelerated the hybrid breeding process and optimized breeding efficiency. Overcoming biological barriers not only improves the efficiency of hybrid wheat breeding but also aids in the development of hybrid varieties with higher yields and enhanced disease resistance under adverse environmental conditions. This is of great significance for ensuring global food security.

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.747
Threshold uncertainty score1.000

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)0.0010.000

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 head0.069
GPT teacher head0.287
Teacher spread0.219 · 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