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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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Innovations in Concrete and Construction Materials
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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.

578 results · 1 filter active ·
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20002025
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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.
578 works in the cohort · of 4,299,418page 9 of 12

Labels cover 0 of 578 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 578 of 578 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.

fundaboutno affunlabeled
Structural Woven Formwork
Julie Soden, Remo Pedreschi, Peter Walker, Martin P. Ansell
2012· article· en· Ulster University Research Portal (Ulster University)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Plasmid drawing software
Gordon Allison
2001· article· en· New Phytologist· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Significance of 3D Printing Risks in Construction Projects
Salma Ahmed, Sameh El-Sayegh, Lotfi Romdhane
2024· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Schnörkelloses Design
Jennifer Salje
2019· article· de· CITplus· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Cement, Ceramics, and Composites
O. V. Roussak, H. D. Gesser
2012· book-chapter· en· Applied Chemistry· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Firing Optimization of Clay Bricks
J. H. Kung
2008· book-chapter· en· Ceramic engineering and science proceedings· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Concrete floor coatings Oshawa
Garage Floor Coatings Oshawa
2013· article· en· Technology in Cancer Research & Treatment· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Cement, Ceramics, and Composites
H. D. Gesser
2002· book-chapter· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Ksp-311 Wall Cement Mortar Spray Plastering Machine
Robert Snyder, Robert D. Galiano, Perry Mayer, Lee C. Rogers, Óscar Álvarez, Sanuwave Trial Investigators
2018· article· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Composites
2014· book-chapter· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Environmentally Benign Manufacturing
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About