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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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Metallurgical Processes and Thermodynamics
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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.

1,090 results · 1 filter active ·
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20002025
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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.
1,090 works in the cohort · of 4,299,418page 12 of 22

Labels cover 3 of 1,090 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 1,090 of 1,090 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Mathematical Modeling of Silica Anode Decomposition
Tony Addona, Pierre Proulx, R. J. Munz
2000· article· en· Plasma Chemistry and Plasma Processing· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Nitriding of ilmenite and high-grade slag fines
D.S. van Vuuren, G.T. Tshilombo
2011· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Magmatic Ni-Cu-PGE sulphide deposits at convergent margins
Graham T. Nixon, Matthew J. Manor, Sarah Jackson-Brown, James S. Scoates, D E Ames
2015· report· en· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Towards Forming Micro-Bubbles in Liquid Steel
R. I. L. Guthrie, Mihaiela Isac
2018· book-chapter· en· ˜The œminerals, metals & materials series· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
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How this was built: Screen · Findings · About