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Viewing the Cosmos Through the Highly Redshifted 21-cm Line

2025· other· en· 0 citations· W6948539429 on OpenAlex· 10.48660/25010076

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 affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

The three-model screen

all 1,000 screened works →

All three models called this out of scope.

stratum: aff_core · design weight: 5595.24 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: other
about Canada: no
confidence: high

Cosmology talk on observing the redshifted 21-cm line; an astrophysics topic.

GPT-5.6 (high)OUT
genre: other
about Canada: no
confidence: high

It is an astronomy presentation about the cosmos, not research itself.

Grok 4.5OUT
genre: other
about Canada: no
confidence: high

Astronomy on the redshifted 21-cm line; domain cosmology, not metaresearch.

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
PIRSA
Topic
Species Distribution and Climate Change
Field
Environmental Science
Canadian institutions
University of Toronto
Funders
Keywords
RedshiftLine (geometry)Spectral lineCosmos (plant)Background radiation
Has abstract in OpenAlex
no