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The role of evolution in the emergence of infectious diseases

2003· article· en· 536 citations· W1986992441 on OpenAlex· 10.1038/nature02104

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

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.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

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.

Opus teacher head0.001
GPT teacher head0.223
Teacher spread
0.222 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

The record

Venue
Nature
Topic
Evolution and Genetic Dynamics
Field
Biochemistry, Genetics and Molecular Biology
Canadian institutions
Funders
Natural Environment Research CouncilNatural Sciences and Engineering Research Council of CanadaU.S. Forest ServiceNational Institutes of HealthAlberta Conservation AssociationDeutsche ForschungsgemeinschaftRocky Mountain Elk FoundationFoundation for North American Wild SheepNational Geographic Society
Keywords
Human pathogenTransmission (telecommunications)BiologyPathogenInfectious disease (medical specialty)PopulationVirologyBasic reproduction numberHuman diseaseMonkeypoxDiseaseImmunologyMedicineEnvironmental healthGenetics
Has abstract in OpenAlex
no