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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.

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.

61 results · 1 filter active ·
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20042025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
61 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 61 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 61 of 61 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Inhibition of Seawater Steel Corrosion via Colloid Formation
Nelson Cheng, J. Cheng, Benjamín Valdez, Μ. Schorr, J. M. Bastidas
2016· article· en· Materials performance· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Corrosion Auditing in a Petrochemical Complex
R. Bhaskaran, N. Palaniswamy, N.S. Rengaswamy, M. Jayachandran, P. Srinivasan
2004· article· en· Materials performance· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
A New Method for Pipeline Integrity Management
Sankara Papavinasam, Alex Doiron, R. Winston Revie
2007· article· en· Materials performance· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A Well Casing Corrosion Database
Michael McDonald
2008· article· en· Materials performance· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
The 2021 IMPACT Canada Study
Rebecca A. Bickham
2021· article· en· Materials performance· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
University of Alberta Unveils New Superalloy
Kerry Cole
2024· article· en· Materials performance· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Average Salaries Edge Upward and Downward
Matthew V. Veazey
2004· article· en· Materials performance· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Erosion-Corrosion Behavior of Pipeline Steel
Md. Aminul Islam, Zoheir Farhat
2015· article· en· Materials performance· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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