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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.

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 22 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
Introduction to Spill Modeling
Merv Fingas
2016· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Engineered Cyanobacteria
Gustavo B. Leite, Patrick C. Hallenbeck
2014· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Dual-fluid reactor
A. Huke, G. Ruprecht, Daniel Weißbach, K. Czerski, Stephan Gottlieb, Ahmed Faeq Hussein +1 more
2017· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Food Fortification: Rationale and Methods
M.G. Venkatesh Mannar, Noor Ahmad Khan
2015· book-chapter· en· Elsevier eBooks· Nursing
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Geology, Life and Habitability
G SOUTHAM, Francès Westall
2007· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Solar photocatalysis for environmental remediation
Xiangchao Meng, Benjamin Eluagwule, Mengqing Wang, Liang Wang, Jason Zhang
2020· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Stress-Based Uniaxial Fatigue Analysis
Yung–Li Lee, Mark E. Barkey
2011· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
10
citations
afffundno abstractunlabeled
Advances in Microfluidic Fuel Cells
Erik Kjeang, Ned Djilali, David Sinton
2009· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Contained and in-vessel composting methods and methods summary
Frederick C. Michel, Tim O'Neill, Robert Rynk, Michael Bryant-Brown, Van Calvez, Li Ji +1 more
2022· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
CO2-based Solvents
Ray Marriott, Philip G. Jessop, Marie Barnes
2015· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
5.5 Exergy Management
İbrahim Dinçer, Marc A. Rosen, Maan Al‐Zareer
2018· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Consent and Coercion in Addiction Treatment
T. Cameron Wild, Jody Wolfe, Elaine Hyshka
2011· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Societal adaptation to climate change
Julie Drolet
2021· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Lignin-Based Foaming Materials
Numaira Obaid, Mark T. Kortschot, Mohini Sain
2015· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Cell Wall, Cell Division, and Cell Growth
Lalit M. Srivastava
2002· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Corrosion
Samuel A. Bradford
2003· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
PROTEIN | Sources of Food-grade Protein
G. Sarwar Gilani, Na Youn Lee
2003· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Fires
Ellie E. Prepas, Nancy Serediak, G. Putz, D.W. Smith
2009· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Red Winemaking in Cool Climates
Belinda Kemp, Karine Pedneault, Gary J. Pickering, Kevin Usher, James Willwerth
2019· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
DENDROCHRONOLOGY
Daniel J. Smith, Dave Lewis
2007· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Ply mechanics for braided composite materials
M. Ivey, Jason P. Carey, Cagri Ayranci
2016· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Bacillus cereus
Tarek F. El-Arabi, Mansel W. Griffiths
2013· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
3.6 Geothermal Energy Production
İbrahim Dinçer, Muhammad F. Ezzat
2018· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Posttraumatic Stress Disorder
Hymie Anisman, Shawn Hayley, Alexander W. Kusnecov
2018· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Thought Leadership on Intellectual Capital
Nick Bontis, Danny Nikitopoulos
2002· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Fundamentals of environmental metabolomics
Vera Kovacevic, Myrna J. Simpson
2020· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
10
citations

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