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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

23 results · 1 filter active ·
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20002022
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
23 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 23 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 23 of 23 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Uprooting the Tree of Life
W. Ford Doolittle
2000· review· en· Scientific American· Social Sciences
machine prediction:candidate · noneconsensus · none
278
citations
affno abstractunlabeled
Chain Letters and Evolutionary Histories
Charles H. Bennett, Ming Li, Bin Ma
2003· article· en· Scientific American· Arts and Humanities
machine prediction:candidate · noneconsensus · none
117
citations
affno abstractunlabeled
Cell Defenses and the Sunshine Vitamin
Luz E. Tavera-Mendoza, John H. White
2007· article· en· Scientific American· Nursing
machine prediction:candidate · noneconsensus · none
110
citations
affno abstractunlabeled
The Neuroscience of Dance
Steven Brown, Lawrence M. Parsons
2008· article· en· Scientific American· Psychology
machine prediction:candidate · noneconsensus · none
81
citations
affno abstractunlabeled
Atoms of Space and Time
Lee Smolin
2004· article· en· Scientific American· Chemistry
machine prediction:candidate · noneconsensus · none
69
citations
affno abstractunlabeled
Counting the Last Fish
Daniel Pauly, Reg Watson
2003· article· en· Scientific American· Environmental Science
machine prediction:candidate · noneconsensus · none
55
citations
affno abstractunlabeled
Rulers of the Jurassic Seas
Ryosuke Motani
2000· article· en· Scientific American· Arts and Humanities
machine prediction:candidate · noneconsensus · none
43
citations
affno abstractunlabeled
Lifting the Fog around Anesthesia
Beverley A. Orser
2007· article· en· Scientific American· Medicine
machine prediction:candidate · noneconsensus · none
37
citations
affno abstractunlabeled
Toxic Gas, Lifesaver
Rui Wang
2010· article· en· Scientific American· Energy
machine prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Planet of the Apes
David R. Begun
2003· article· en· Scientific American· Social Sciences
machine prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
New Movement in Parkinson's
Andrés M. Lozano, Suneil K. Kalia
2005· article· en· Scientific American· Medicine
machine prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
To the Moon and Beyond
Charles Dingell, William A. Johns, Julie Kramer White
2007· article· en· Scientific American· Psychology
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
A Cosmic Cartographer
C. L. Bennett, G. Hinshaw, Lyman A. Page
2001· article· en· Scientific American· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Better Than Earth
René Heller
2014· article· en· Scientific American· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Portrait of a Black Hole
Avery E. Broderick, Abraham Loeb
2009· article· en· Scientific American· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
The Great Cosmic Roller-Coaster Ride
C. P. Burgess, Fernando Quevedo
2007· article· en· Scientific American· Arts and Humanities
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
The Lost Galaxies
J. E. Geach
2011· article· en· Scientific American· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
New Life for Ancient DNA
Kevin L. Campbell, Michael Hofreiter
2012· article· en· Scientific American· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Which One Will Make You Fat?
Gary Taubes
2013· article· en· Scientific American· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Apply by Phone for a Mortgage or Loan
One Stop Mortgage Corp
2013· article· en· Scientific American· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Coming Soon: A Supernova Near You
Ray Jayawardhana
2013· article· en· Scientific American· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Yukon Gold
Mark Alpert
2000· article· en· Scientific American
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About