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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 16 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Microgrids architectures
Vijay K. Sood, Haytham Abdelgawad
2019· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Agronomy and the nutritional quality of fruit
Martine Dorais, David L. Ehret
2008· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Extraction of biomolecules from microalgae
Yulin Hu, Amarjeet Bassi
2020· book-chapter· en· Elsevier eBooks· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Intrusion Detection in Contemporary Environments
Tarfa Hamed, Rozita Dara, Stefan C. Kremer
2017· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
The Dynamic Nature of Memory
Karim Nader, Oliver Hardt, Einar Örn Einarsson, Peter S.B. Finnie
2013· book-chapter· en· Elsevier eBooks· Neuroscience
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Flow modeling in composite reinforcements
Eduardo Ruíz, F. Trochu
2011· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
4.8 Steam and Organic Rankine Cycles
İbrahim Dinçer, Murat Emre Demir
2018· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Macromechanics of composite materials
B.K.O. Cheung, Jason P. Carey
2016· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Law and Courts in Authoritarian States
Peter H. Solomon
2015· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
IUU Fishing and Impact on the Seafood Industry
Dana Miller, U. Rashid Sumaila
2016· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Mechanosensitive Ion Channels in Eukaryotic Cells
Catherine E. Morris
2001· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Biopolymers and natural polymers
Surjith Kumar Kumaran, Manika Chopra, Euna Oh, Hyo‐Jick Choi
2020· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Mechanisms of change in dialectical behavior therapy
Alexander L. Chapman, Lynnaea Owens
2020· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affno abstractunlabeled
Bioimpedance Spectroscopy Processing and Applications
Herschel Caytak, Alistair Boyle, Andy Adler, Miodrag Bolić
2017· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Delivering Assistive Technology Services to the Consumer
Albert M. Cook, Janice M. Polgar
2014· book-chapter· en· Elsevier eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
14
citations
affno abstractunlabeled
M
Fred E. Szabo
2015· book-chapter· en· Elsevier eBooks
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
14
citations
affno abstractunlabeled
Machine learning robustness: a primer
Houssem Ben Braiek, Foutse Khomh
2025· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
14
citations
affno abstractunlabeled
Vegetation Primary Productivity
Alemu Gonsamo, J.M. Chen
2017· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affno abstractunlabeled
The particle size distribution
Miroslaw Jonasz, Georges Fournier
2007· book-chapter· en· Elsevier eBooks· Chemistry
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Power Quality in Smart Grids
Miloud Rezkallah, Ambrish Chandra, Abdelhamid Hamadi, Hussein Ibrahim, Mazen Ghandour
2019· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affno abstractunlabeled
Drug resistance in parasites
Marc Ouellette
2003· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
14
citations
affno abstractunlabeled
Environmental Issues Related to Bioenergy
Rufei Wei, LI Haiming, Yulong Chen, Yulin Hu, Hongming Long, Jiaxin Li +1 more
2020· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
14
citations
affno abstractunlabeled
Proteins from Canola/Rapeseed—Current Status
Janitha P.D. Wanasundara, Romain Kapel, Sara Albe-Slabi
2024· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
13
citations
affno abstractunlabeled
Animal Models for the Study of Multiple Sclerosis
Robert H. Miller, Sharyl L. Fyffe-Maricich, Andrew V. Caprariello
2017· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affno abstractunlabeled
PALEOCEANOGRAPHY, BIOLOGICAL PROXIES | Dinoflagellates
Anne de Vernal, André Rochon, Taoufik Radi
2013· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
13
citations
affno abstractunlabeled
Coping Process
Ellen Stephenson, David B. King, Anita DeLongis
2016· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
13
citations
affno abstractunlabeled
Foodborne apicomplexan protozoa
Alvin A. Gajadhar, Laura F. Lalonde, Batol Al‐Adhami, Balbir Singh, Vladislav A. Lobanov
2015· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
13
citations
affno abstractunlabeled
PRODUCTION AND MARKETING | Cut Rose Production
Theo J. Blom, M.J. Tsujita
2003· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
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