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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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steel research international
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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

98 results · 1 filter active ·
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20032025
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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.
98 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 98 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 98 of 98 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Simulation of Runout Table Cooling
Gilles Guedia Guemo, Vladan Prodanovic, Matthias Militzer
2018· article· en· steel research international· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
affunlabeled
Investigation of Waste Wood as a Blast Furnace Injectant
Masashi Takekawa, Kazumasa Wakimoto, M. Matsuura, M. Hasegawa, M. Iwase, Alex McLean
2003· article· en· steel research international· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
aboutno affunlabeled
Mathematical Modeling of VOD Oxygen Nozzle Jets
Zhili Song, Mikael Ersson, Pär G. Jönsson
2010· article· en· steel research international· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affunlabeled
Chromium Oxide Reduction from Slag by Silicon and Magnesium
G. Gutiérrez, Antonio Romero‐Serrano, Gabriel Plascencia, Marissa Vargas Ramírez, B. Zeifert, Víctor Arredondo‐Torres
2005· article· en· steel research international· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations

How this was built: Screen · Findings · About