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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 25 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
CURING | Brine
Fereidoon Shahidi, Anusha Samaranayaka
2004· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
afffundno abstractunlabeled
Factors affecting enzyme activity in food processing
Martin G. Scanlon, Alexander Henrich, John R. Whitaker
2017· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Vineyard Practice
Ron S. Jackson
2000· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Bacterial Exopolysaccharides
Yuriy A. Knirel, Marie‐Rose Van Calsteren
2020· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Thermodynamics and Phase Diagrams
Arthur D. Pelton
2014· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Introduction to mineral exploration
Amin Beiranvand Pour, Mohammad Parsa, Ahmed M. Eldosouky
2023· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
BUCKWHEAT
Giuseppe Mazza, B. Dave Oomah
2003· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Microbial decontamination of milk and dairy products
Mansel W. Griffiths, Markus Walkling‐Ribeiro
2012· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Language Processes in Delirium and Dementia
Joël Macoir, Yves Turgeon, Robert Laforce
2015· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Kiribati: Atolls and Marine Ecosystems
Sangeeta Mangubhai, Edward R. Lovell, Riibeta Abeta, Simon D. Donner, Farran Mack Redfern, Mark O’Brien +6 more
2018· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Drug Analysis by SPME
Heather Lord, Barbara Bojko
2011· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Propylene Glycol
M Sára, Tarek Rouissi, Satinder Kaur Brar, Jean-François Blais
2016· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
afffundno abstractunlabeled
4.19 PV-Based Energy Conversion Systems
İbrahim Dinçer, Yusuf Biçer
2018· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
1.4 Sustainability Dimensions of Energy
İbrahim Dinçer, Calin Zamfirescu
2018· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Nanotechnology Enabled Packaging Materials
Gurvendra Pal Singh, Krishna Aayush, Tianxi Yang
2023· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Geomorphology
Don I. Cummings, Robert W. Dalrymple, Kyungsik Choi, Jae Hwa Jin
2015· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Organic Carbon Cycling and Ecosystem Metabolism
Erin R. Hotchkiss, Tonya DelSontro
2023· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Indigenous Archaeology
George Nicholas, Lindsay M. Montgomery
2023· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Exergoeconomic Analysis of Thermal Systems
İbrahim Dinçer, Marc A. Rosen
2012· book-chapter· en· Elsevier eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
PACAP
Sarah L. Gray, Daemon L. Cline
2019· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Law and Geography
Nicholas Blomley, Joshua Labove
2015· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
9
citations
afffundno abstractunlabeled
Pure Obsessions
David A. Clark, Brendan D. Guyitt
2007· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Ceramide Oleogels
Michael A. Rogers, Amanda J. Wright, Alejandro G. Marangoni
2011· book-chapter· fi· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Turbocharging and supercharging
T.K. Garrett, K. E. Newton, W. Steeds
2000· book-chapter· en· Elsevier eBooks· Chemical Engineering
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Apples
Rong Tsao
2015· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Minimally invasive procedures
Daniëlle M. Gerlag, Paul P. Tak
2015· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
9
citations
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