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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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Metallurgy and Material Science
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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.

229 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.
229 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 229 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 229 of 229 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.

affno abstractunlabeled
A GENERAL MAXIMAL PRECEDENCE TEST
N. Balakrishnan, Hon Keung Tony Ng
2001· book-chapter· en· Series on quality, reliability and engineering statistics· Materials Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Refractory Metals
Kristin J. Orians, C.L. Merrin
2001· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
Developing an Integrated Cattle Farm on Ex-coal Mining Area
Tedi Yunanto, Farisatul Amanah, Doddy Herika
2020· article· en· Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering· Materials Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Solids Production In Chalk
E. Päpamichos, A. N. Berntsen, Pierre Cerasi, Sara Vandycke, Jean-Marc Baele, G.-F. Fuh +2 more
2012· article· en· ORBi UMONS· Materials Science
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
A Model Study of Growth of Publications on the Field of Biofuels
Donaji Jiménez-Islas, Miriam Edith Pérez-Romero, José Álvarez García, María de la Cruz del Río‐Rama
2023· article· en· International Journal of Design & Nature and Ecodynamics· Materials Science
machine prediction:candidate · bibliometricsconsensus · none
1
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2015· article· en· Filtration Industry Analyst· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Flowing from intersection product to cup product
Greg Friedman, Anibal M. Medina-Mardones, Dev Sinha
2024· article· en· Journal of Topology and Analysis· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
KRV volume 26 issue 1 Cover and Front matter
Richard Aquila, Corey W. Dyck
2021· article· en· Kantian Review· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2006· article· en· Filtration Industry Analyst· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
fundno affunlabeled
The 1975 stable lads strike
Janet L. Miller
2010· article· en· Journal of the American Chemical Society· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About