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Record W2133011440 · doi:10.1002/iub.272

RNA editing in plant mitochondria: 20 years later

2009· review· en· W2133011440 on OpenAlexaffabout
Michael W. Gray

Bibliographic record

VenueIUBMB Life · 2009
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPhotosynthetic Processes and Mechanisms
Canadian institutionsDalhousie University
Fundersnot available
KeywordsRNA editingRNAOrganelleProcess (computing)Scientific discoveryComputer scienceComputational biologyBiologyGeneticsCognitive sciencePsychologyGeneProgramming language

Abstract

fetched live from OpenAlex

In 1989, three laboratories (in Canada, France and Germany) independently and simultaneously reported the discovery of C-to-U RNA editing in plant mitochondria (1-3). To mark the 20th anniversary of this finding, the leaders of the three research teams have written personal essays describing the events leading up to the discovery in each of their laboratories. These essays are intended not only to capture historical facts but also to illustrate unexpected convergence in the process of scientific discovery, with different groups coming to the same conclusion, often very close together in time, drawing on different types of evidence and via sometimes quite different hypotheses and approaches. Essential background information pertaining to RNA editing in general and RNA editing in plant organelles in particular is provided in this overview.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.982
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
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 head0.019
GPT teacher head0.281
Teacher spread0.262 · 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
GenreReview

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

Citations27
Published2009
Admission routes2
Has abstractyes

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