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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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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
fundfunder
venuejournal
aboutaboutness

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 ·
Results by year
20002025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
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
2009· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Austenitic Manganese Steel Castings
2004· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affunlabeled
Polyester and Vinyl Ester Coatings
2015· book-chapter· en· ASM International eBooks· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Cobalt-Base Alloys
2012· book-chapter· en· ASM International eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Metallography of Archaeological Alloys
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
affunlabeled
Torsion Testing to Assess Bulk Workability
2005· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Abrasive Wear
2017· book-chapter· en· ASM International eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Sand Casting of Aluminum Alloys
2018· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Molten-Metal Filtration
2008· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Degassing
2008· book-chapter· en· ASM International eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Nickel and Nickel Alloy Castings
2008· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Package Innovation Roadmap
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
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
Failures in Landing Gear Spring Legs
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Part Consolidation and Assemblies
2023· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Fundamentals of Lubrication
2017· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Mobile Harbor Crane Wheel Hub Fatigue Failure
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Hole-Drilling and Ring Core Methods
2025· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fatigue Failure of a Drive Shaft
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
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About