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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.

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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.

45 results · 1 filter active ·
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20002025
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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.
45 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 45 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 45 of 45 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.

affunlabeled
Another Approach to Wind
Steven Peace
2004· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
49
citations
aboutno affunlabeled
To Protect and Serve
John Varrasi
2009· article· en· Mechanical Engineering· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
Storing Energy Underwater
Brian C. Cheung, Rupp Carriveau, David S.‐K. Ting
2012· article· en· Mechanical Engineering· Energy
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Too Good to Leave on the Shelf
David J. LeBlanc
2010· article· en· Mechanical Engineering· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
8
citations
aboutno affunlabeled
Stealth on the Water
Michael Valenti
2001· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Renewable Rechargeable. Remarkable.
M. Kuntz, Justin Dawe
2005· article· en· Mechanical Engineering· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
The Telltale Heart
Gayle Ehrenman
2003· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
The Rebirth of Cool
Michael Abrams
2007· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Not So Simple Machines
Lee S. Langston
2013· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Prospecting Paydirt
John DeGaspari
2001· article· en· Mechanical Engineering· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Building the New Electric Grid
Bridget Mintz Testa
2009· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Back to the Sound Barrier
Greg Freiherr
2016· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
ASME Standards and Certification: Now and Beyond
William Berger, June Ling, Mark Sheehan, David Wizda
2009· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Cars Without Combustion
Mark Crawford
2013· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Detroit, We Are Here!
Michael Valenti
2001· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Lessons of the Blackout
J. Fama
2004· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Mexico Redux
Alan S. Brown
2008· article· en· Mechanical Engineering· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Digital Tolerence
Jean Thilmany
2010· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Current From Currents
Gayle Ehrenman
2003· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
What’s the Deal with Graphene?
R.P. Siegel
2019· article· en· Mechanical Engineering· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Getting a Firmer Grip
Les M. Okreglak
2000· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Genesis of the Steamboat
Robert O. Woods
2009· article· en· Mechanical Engineering· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
India Rising
2025· article· en· Mechanical Engineering· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Juiced Up
Jeffrey L. Winters
2006· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A Practical Hero
F. A. Lyman
2004· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Can 3-D Printing Go Green?
Ross Siegel
2016· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
High Standards
Jean Thilmany
2013· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Clean Up Duty
Don Plenderleith
2008· article· en· Mechanical Engineering· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A Cable to Shrink the Earth
Robert O. Woods
2011· article· en· Mechanical Engineering· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Model-Based Engine Control
Guoming Zhu, Chen Xiang
2015· article· en· Mechanical Engineering· Chemical Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Tar on Tap
Bridget Mintz Testa
2008· article· en· Mechanical Engineering· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Heavy-duty LNG
Harry Hutchinson
2002· article· en· Mechanical Engineering· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
No Run of the Mill
Paul Sharke
2005· article· en· Mechanical Engineering· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A Plastic Jug of Heavy Water
2002· article· en· Mechanical Engineering· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Focus on Fans
Lee S. Langston
2010· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Light for the Future
Harry Hutchinson
2001· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Tech Transfer Ultra-Light
R.P. Siegel
2015· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Engineering Taste
P.J. Fryer, Serafim Bakalis
2011· article· en· Mechanical Engineering· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Streamlining Metal Poles
Ioan Giosan, Ted Brockman
2000· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Setting the Standards
Walter G Leight, Belinda L Collins
2000· article· en· Mechanical Engineering· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Natural Fit
R.P. Siegel
2016· article· en· Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About