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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.

27 results · 1 filter active ·
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20102025
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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.
27 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 27 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 27 of 27 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
How to Use this Book
Yuri S. Muzychka, M. M. Yovanovich
2023· book-chapter· en· ASME eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Rectangular Flux Channels
Yuri S. Muzychka, M. M. Yovanovich
2023· book-chapter· en· ASME eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Circular Flux Tubes and Disks
Yuri S. Muzychka, M. M. Yovanovich
2023· book-chapter· en· ASME eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Asset Management Through the Lens of Complex System Governance
Polinpapilinho F. Katina, Adrian V. Gheorghe, Charles B. Keating, Dragan Komljenović, James C. Pyne
2024· book-chapter· en· ASME eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Back Matter
2025· paratext· en· ASME eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Orthotropic Media
Yuri S. Muzychka, M. M. Yovanovich
2023· book-chapter· en· ASME eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Contact of Nonconforming Smooth Solids
Yuri S. Muzychka, M. M. Yovanovich
2023· book-chapter· en· ASME eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Back Matter
Yuri S. Muzychka, M. M. Yovanovich
2023· paratext· en· ASME eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Transient Thermal Spreading Resistance
Yuri S. Muzychka, M. M. Yovanovich
2023· book-chapter· en· ASME eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Conforming Rough Surface Models
Yuri S. Muzychka, M. M. Yovanovich
2023· book-chapter· en· ASME eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Hydro Power Generation
K. R. Rao
2025· book-chapter· en· ASME eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About