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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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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 158 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
Norbormide
Lynn P. Weber
2023· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Triptans
Naveen George, Diana Li, Ioana Medrea, Kevin Weber, Stephen B. Shrewsbury
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Stratified Turbulence
Michael L. Waite
2025· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Mineral Processing, Importance, Introduction
V. I. Lakshmanan, Sumantra Bhattacharya
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Cybersecurity technologies for the IoT
Jefferson Ferreira de Carvalho, Monika Freunek
2025· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Ronak Agarwal, Hend Allam, Harishchander Anandaram, Ankita Anure, G.K. Aseri, Reshma Aywaraia +63 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Uptake Transporters
Samantha Medwid, Richard Ho, Richard B. Kim
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Tracking oceanic fishes
Nathan B. Furey, Sara J. Iverson, Steven J. Cooke, Scott G. Hinch, Frederick G. Whoriskey
2023· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The role of COVID-19 vaccination
Bahar Behrouzi, Jacob A. Udell
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Palatalization
Alexei Kochetov
2024· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Modeling and animating human figures
Rick Parent, Andrew Hogue
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Manuella Lech Cantuaria, Simon Carlile, Lucy Core, Kayla Cormier, Hannah Cross, Jennifer A. Deal +23 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Physics-based movement
Rick Parent, Andrew Hogue
2025· book-chapter· en· Elsevier eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Nuclear imaging of sarcoidosis
Patrick Martineau, Rob Beanlands, Matthieu Pelletier‐Galarneau
2025· book-chapter· eo· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Massive Auditory Lexical Decision
Benjamin V. Tucker, Matthew C. Kelley, Yoichi Mukai, Filip Nenadić, Scott James Perry
2024· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Quantitative Genetics in Natural Populations
Alastair J. Wilson, Jocelyn Poissant
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Nontoxic goiter
Ralf Paschke
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Sea otters and rocky reef communities
Jane C. Watson, Matthew S. Edwards, Brenda Konar
2025· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Artificial intelligence in liver transplantation
Madhumitha Rabindranath, Amirhossein Azhie, Mamatha Bhat
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Pathophysiology of chronic heart failure
Ram B. Singh, Svetlin Nedkov Tsonev, Harpal S. Buttar, Krasimira Hristová, Najah R. Hadi, Bassim I. Mohammad
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Speleothems
Henry P. Schwarcz
2024· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ion Channelopathy Genetics
Yehia Fanous, Jason D. Roberts
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Immunophenotyping in Drug Development
Amy Kimzey, M.-S. Piche, Michael S. Wood, A.B. Weir, Janice A. Lansita
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Case studies in translational research
Erwin B. Montgomery
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Future trends
Mohammad Ali Ahmadi
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Hypothesis testing and error
Jordan Richard Schoenherr
2025· book-chapter· en· Elsevier eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Principles of persuasive data presentation
Jordan Richard Schoenherr
2025· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Markov random fields
Ismail Ben Ayed
2023· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Anatomy
Erwin B. Montgomery, Olivier Darbin
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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