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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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ASM International eBooks
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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.

affaffiliation
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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.

62 results · 1 filter active ·
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20002025
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Categories
Machine labels · sparse coverage
Evidence
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Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
62 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 62 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 62 of 62 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Corrosion of Zinc and Zinc Alloys
2005· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations
affunlabeled
Models of Recrystallization
F. Montheillet, John J. Jonas
2009· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Austenitic Manganese Steel Castings
S. Kuyucak
2004· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affunlabeled
Polyester and Vinyl Ester Coatings
Kenneth B. Tator, William R. Slama
2015· book-chapter· en· ASM International eBooks· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Cobalt-Base Alloys
Robert M. Pilliar, Scott D. Ramsay
2012· book-chapter· en· ASM International eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Metallography of Archaeological Alloys
Michael L. Wayman
2004· book-chapter· en· ASM International eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Corrosion of Weathering Steels
2005· book-chapter· en· ASM International eBooks· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Failure Analysis of Aircraft Landing Gear Components
M. Alexander Roth, Marko Yanishevsky, P. Beaudet
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affunlabeled
Torsion Testing to Assess Bulk Workability
S. L. Semiatin, J. J. Jonas
2005· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Abrasive Wear
Dongyang Li
2017· book-chapter· en· ASM International eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Eutectic Solidification—An Introduction
Sumanth Shankar
2008· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Sand Casting of Aluminum Alloys
Kumar Sadayappan, Abdallah Elsayed
2018· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Molten-Metal Filtration
David V. Neff, Robert P. Pischel
2008· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Degassing
David V. Neff
2008· book-chapter· en· ASM International eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Fundamentals of Tribology in Metal Forming
Steven R. Schmid, Jack Jeswiet
2017· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Nickel and Nickel Alloy Castings
S. Kuyucak
2008· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Package Innovation Roadmap
Christian Schmidt, Yan Li, Bernice Zee, Rohin Agny, Renee Parente, Sebastian Brand +2 more
2023· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Uncommon Failures in Aluminum Alloys
H.V. Pellegrini, Catherine M. Bishop, J. M. Bennett
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Failure of Inconel 600 Thin-Walled Tubes Due to Nitriding
M. Griffiths, J. P. Slade, Alison McDonald
2019· book-chapter· en· ASM International eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Failures in Landing Gear Spring Legs
Jivan B. Shah
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Part Consolidation and Assemblies
Sheng Yang, Yaoyao Fiona Zhao
2023· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Fundamentals of Lubrication
Suresh C. Kuiry
2017· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Mobile Harbor Crane Wheel Hub Fatigue Failure
J. Shirokoff
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Introduction to Residual Stress Measurement
James Pineault, Iuliana Cernatescu, Philippe Bocher, M. Belassel
2025· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Residual Stress and Distortion in Cast Components
Eunkyung Lee, Sumanth Shankar, Kentaro Lunn, Diran Apelian
2025· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Hole-Drilling and Ring Core Methods
G. S. Schajer, Philip S. Whitehead
2025· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fatigue Failure of a Drive Shaft
Marina Banuta, Isabelle Tarquini
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Environmental Performance of Elastomers
2005· book-chapter· en· ASM International eBooks· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Failure Analysis of a Crude Oil Storage Tank
Iain May
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Hydrogen Embrittlement of a Draw-in Bolt
Eli Levy
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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