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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
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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 177 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
Instrumentation and Analytical Methods
John H. T. Luong, Khaled A. Mahmoud, Keith B. Male
2011· book-chapter· en· Elsevier eBooks· Chemical Engineering
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Use of the Mixolab in Predicting Rice Quality
Lihong Xie, Neng Chen, Binwu Duan, Zhiwei Zhu, Peisong Hu
2013· book-chapter· en· Elsevier eBooks· Nursing
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Coping Skills
Anita DeLongis, Eli Puterman
2007· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contractor management
Chitram Lutchman, Akula Ramakrishna
2020· book-chapter· en· Elsevier eBooks· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Plant Bioinformatics and Microarray Technologies
Lewis Lukens, Shuhua Zhan
2011· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Diseases of the Nucleoskeleton
A. Bertrand, Rabah Ben Yaou, Gisèle Bonne
2012· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Han Cui, Xingzhou Du, Rongxin Fu, Fenggang Li, Gong Li, Hang Li +22 more
2023· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Plant Bioinformatics and Microarray Technologies
Lewis Lukens, Shuhua Zhan
2011· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Engineer to adapt
David S.‐K. Ting, Jacqueline A. Stagner
2025· book-chapter· en· Elsevier eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Zika virus and impact on male fertility
Jocelyne Piret, Guy Boivin
2021· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Teaching Resources
John Acorn, Felix A. H. Sperling
2009· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Young innovators and the bioeconomy
Xinyi E. Chen, S. B. King, Sarah W.S. Ng, Paarsa Salman, Janella C. Schwab, Parneet Sekhon
2022· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Parent–Offspring Signaling
Andrew G. Horn, Marty L. Leonard
2016· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Regulation of drug transporters by inflammation
Dea Kojovic, Stephanie Skalitzky, Micheline Piquette‐Miller
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Academic Misconduct
Rickard Enstroem, Lyle Benson
2024· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Hydrogels as nucleic acid therapeutics
Leslie Vanessa Sánchez-Castillo, Eleni K. Tsekoura, Ravin Narain
2025· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Sohrab Rohani, Yuanyi Wu
2017· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Ana Paula Abreu, Agnese Allora, Waiel Bashari, Albert Beckers, Anat Ben-Shlomo, Daniel G. Bichet +48 more
2022· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Ryan Abbott, Ahmed T. Ahmed, Martin Alda, Ananda B. Amstadter, Ole A. Andreassen, Victoria Kiriaki Arnet +153 more
2019· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Endotoxic septic shock
Esha Kamaluddin, Debra Foster
2025· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Complex V Disorders
Mark A. Tarnopolsky, Rashid Alshahoumi
2015· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
GASTRIC JUICES
T.J. Gana, Ja Jun Koo
2005· book-chapter· en· Elsevier eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ply mechanics for braided composite materials
M. Ivey, Jason P. Carey, Cagri Ayranci
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of Contributors
Amna Amanat Ali, S.T. Ashraf, S.M. Bakhtiar, Gerald Bartlett, McKenna Dawes, D. Dhawan +30 more
2017· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Growth Factors
Martin Kolb, Zhou Xing, Kjetil Ask, Jack Gauldie
2009· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributor contact details
Yves Y. Nys, M. Bain, Filip Van Immerseel, P. Magdelaine, N. Yang, H.M. Tukur +38 more
2011· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Polyolefin-based TPEs
Chau Thi Quynh, Costas Tzoganakis
2024· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Pharmacoepigenetics of EZH2 Inhibitors
Cameron Lindsay, Morris A. Kostiuk, Vincent L. Biron
2019· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Transitions
Margaret‐Ann Armour, Dorothy R. Tovell
2015· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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