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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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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.

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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.

9,285 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.
9,285 works in the cohort · of 4,299,418page 149 of 186

Labels cover 4 of 9,285 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 9,285 of 9,285 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
Control rod materials
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
An engineer’s guide to steels
2025· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Adult Hematopoiesis
2016· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Genes, environments, and epigenetics
Mila Gorchkova, Ina Anreiter, Marla B. Sokolowski
2023· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
How to model evaporation
Merv Fingas
2024· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction to the energy transition
Leon Stille, Malcolm Wilson
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Osmoregulation in chondrichthyan fishes
Susumu Hyodo, J. Lisa Hoogenboom, W. Gary Anderson
2023· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Oxygenating Earth
2025· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Innovation tools and technologies in cardio-oncology
UNWAM JUMBO, Cameron Otto, John Rickards, James MacLeod, Jessica Olson, Sherry‐Ann Brown
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Metallurgical Process Phenomena
R. J. Fruehan, Petrus Christiaan Pistorius, A.E.M. McLean
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ammonia
Yusuf Biçer, İbrahim Dinçer
2025· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Street-involved youth
Cecilia Benoit, Andrea Mellor, Laura Vetrone, Zahra Premji
2023· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Recognition of notable past soil scientists
M. J. Goss, Еvgenia Blagodatskaya, A.H.C. van Bruggen, Monika Joschko, Stefan Schrader, Christoph C. Tebbe
2023· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · stsconsensus · none
0
citations
affno abstractunlabeled
Endocrinology of Implantation
Christopher S. Kovács
2025· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A mid-20th century onset for the Anthropocene
Jan Zalasiewicz, Martin J. Head, Simon Turner, Colin N. Waters, Mark Williams
2025· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Basics of machine learning
Amirhosein Ebrahimi, Hoda Vafaei Sefat, Jamal Amani Rad
2025· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Landsat Program
Edward Kaita, Terry Arvidson, Julia A. Barsi, Michael J. Choate, Bruce D. Cook, Christopher J. Crawford +6 more
2025· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Solar energy production
İbrahim Dinçer, Muhammad F. Ezzat
2024· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Neuropsychology of planning
Vinod Goel
2024· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Antonietta Baiano, Matthew L. Bochman, Julieta Amalia Burini, Laura Canonico, Angela Capece, Maurizio Ciani +13 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Wood dusts
Paul A. Demers
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Treatment of bipolar depression
Gustavo Vázquez
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Seismic Oceanography
Haipeng Song, Jiangxin Chen, L.M. Pinheiro, Barry Ruddick, Yong Guan
2025· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
CASA—Computer-Aided Sperm Analysis
Sharon T. Mortimer
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ultrasound in space
Paul B. McBeth, Randy Moore
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Acquiring animation data
Rick Parent, Andrew Hogue
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Elene Abzianidze, Nobuyoshi Akimitsu, Patrik Asp, Timothy V. Beischlag, Rupa Bhowmick, Victoria K. Cannon +63 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Conclusions
Roderick I.L. Guthrie, Mihaiela Isac
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Introduction to pasture ecology
Edward B. Rayburn, Paul Sharpe
2024· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About