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Geospatial Resolution of Human and Bacterial Diversity with City-Scale Metagenomics

2015· article· en· 354 citations· W1979724564 on OpenAlex· 10.1016/j.cels.2015.01.001

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 head0.027
GPT teacher head0.231
Teacher spread
0.205 · 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

), but a lack of reported cases in NYC suggests that the pathogens represent a normal, urban microbiome. This baseline metagenomic map of NYC could help long-term disease surveillance, bioterrorism threat mitigation, and health management in the built environment of cities.

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.

The record

Venue
Cell Systems
Topic
Bacillus and Francisella bacterial research
Field
Biochemistry, Genetics and Molecular Biology
Canadian institutions
Funders
National Institute of General Medical SciencesNational Institutes of HealthWeill Cornell Medical CollegeYork UniversityWorldQuant FoundationVallee Foundation
Keywords
MetagenomicsMicrobiomeBiologyGeospatial analysisHuman microbiomeGeographyEcologyGeneticsCartographyGene
Has abstract in OpenAlex
yes