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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 178 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
Impact of Medical and Other Sleep Disorders
Jura Augustinavicius, Colin M. Shapiro
2013· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Case Study #3: Everyplace Labs
Michael Tu, Claire Zhou
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Estrogen1
S MILLER, E NEUMARK, A SITA
2007· book-chapter· es· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Heritage Libraries and Institutions
Leslie Weir, Alison Harding-Hlady
2024· book-chapter· en· Elsevier eBooks· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Signal processing hardware
Arnaldo Mendez, Mohamad Sawan
2015· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ophthalmic coatings
Heather Sheardown, Lakshman N. Subbaraman
2012· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of Contributors
Josep M. Argilés, P.J. Atherton, Didier Attaix, J. Averous, D. Azzout-Marniche, M.D. Barberio +57 more
2016· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Wood: Chemicals
W.E. Mabee, D.N. Roy
2001· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
7.31 Biomaterials for Spinal Cord Repair
M. Douglas Baumann, Jason C. Stanwick, Irja Elliott Donaghue, Molly S. Shoichet
2017· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Physical Exercise
Suk‐Yu Yau, Anna Patten, Zoe Sharp, Brian R. Christie
2016· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
World experience in nuclear steam reheat
Eu. Saltanov, Igor Pioro
2016· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Aging and Adrenocortical Factors
C LORD, J PRUESSNER
2007· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Validation Approach in Nutraceutical Industry
Chandra S. Yeevani, Deb Kumar Nath
2014· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Microbiome abnormalities and retinal disease
Logan C. Barr, Hassan Hazari, Jacob Rullo
2023· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Rahul Saini, Carlos S. Osorio‐González, Satinder Kaur Brar
2022· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Genetic Disorders Involving Valve Function
Mehdi Afshar, George Thanassoulis
2017· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Activins and Inhibins in Female Reproduction
Daniel J. Bernard, Luisina Ongaro, Hailey Schultz, Evan R. S. Buddle, Yangfan Jin, Yeu‐Farn Lin
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Plant Derived Bioactives
Ruth T. Boachie, Raliat O. Abioye, Rotimi E. Aluko
2025· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Tactile Texture☆
C. Elaine Chapman, Allan M. Smith
2017· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Chemical energy production
İbrahim Dinçer, Marc A. Rosen, Maan Al‐Zareer
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Genetic testing in psychiatry: State of the evidence
Chad Bousman, Lisa Brown, Ajeet Singh, Harris A. Eyre, Daniel J. Müller
2019· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Signaling during Organelle Division and Inheritance
Andrei Fagarasanu, Richard A. Rachubinski
2010· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Hemodynamic Imaging
Robert Amelard, Alexander Wong
2017· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Formation of surface nanodroplets
Binglin Zeng, Zixiang Wei, Xuehua Zhang
2022· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Amir Abdollahi, Baltazar D. Aguda, Shadan Ali, Osama M. Alian, Laufey T. Ámundadóttir, Asfar S. Azmi +41 more
2014· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Transplantation: Pancreatic and Islet Cells
Anissa Gamble, Antonio Bruni, A.M. James Shapiro
2019· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Water-assisted transfer printing techniques
Hongyu Hou, Lingzhi Zhang, Zi Xin Zhang, Changhong Cao
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of Contributors
M. Aas, R. Abalo, O.M.E. Abdel-Salam, V.C. Abilio, G.R. Adelli, M.H. Ahmed +332 more
2017· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Part III. Organs and Organ Systems
Donald B. McMillan, Richard J. Harris
2018· book-chapter· en· Elsevier eBooks· Nursing
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Anti-doping matters
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ontogeny of Hypersomnias
Neal Parekh, Brian J. Murray
2013· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
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