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Record W1765280136 · doi:10.5376/mpb.2015.06.0012

Transformation and Transgenic Expression studies of Glyphosate tolerant and Cane Borer Resistance Genes in Sugarcane (<i>Sccharum officinarum</i> L.)

2015· article· en· W1765280136 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

VenueMolecular Plant Breeding · 2015
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCRISPR and Genetic Engineering
Canadian institutionsnot available
Fundersnot available
KeywordsBiologyTransformation (genetics)Saccharum officinarumGlyphosateGenetically modified cropsTransgeneGeneCaneBiotechnologyHerbicide resistanceGeneticsResistance (ecology)BotanyAgronomy

Abstract

fetched live from OpenAlex

Sugarcane is an important sugar and cash crop grown throughout the world. Sugarcane quality and production is mostly affected by biotic and abiotic factors that caused low yield of sugarcane products throughout the world. Using biotechnology and genetic engineering as a complement for traditional breeding methods it is possible to introduce insect/pest, herbicide-tolerant traits into various crop species. It has been found that the absence of insect/pest, abiotic and herbicide tolerant genes in genetic pool of crop plant species makes traditional breeding programs difficult. The varieties that are productive and at the same time has resistance against certain pathogens and diseases, can improve yield. The development of biotic and abiotic resistant sugarcane varieties through transgenic technology will be cost effective in controlling all type of stresses which ultimately improve yield potential. The present review will provide its readers the opportunity to understand the methods of glyphosate tolerant and Bt resistant genes in sugarcane.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.043
Threshold uncertainty score0.776

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)0.0000.000

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 head0.018
GPT teacher head0.266
Teacher spread0.248 · 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