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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 18 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
Pastoralism in Anthropology
John G. Galaty
2015· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Rip currents
Chris Houser, Phillipe A. Wernette, Sarah Trimble, Summer Locknick
2020· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Graphene: Properties and Applications
Paul Bazylewski, Giovanni Fanchini
2018· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
BRIDGING THE CATEGORY DIVIDE
Henrí Cohen, Claire Lefebvre
2005· book-chapter· en· Elsevier eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
System integration for multigeneration
İbrahim Dinçer, Yusuf Biçer
2019· book-chapter· en· Elsevier eBooks· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Inflammasomes
Ali A. Abdul‐Sater, Dana J. Philpott
2016· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Bioactives From Seafood Processing By-Products
Fereidoon Shahidi, Priyatharini Ambigaipalan
2018· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Local fractional Fourier transform and applications
Xiao‐Jun Yang, Dumitru Bǎleanu, H. M. Srivastava
2015· book-chapter· en· Elsevier eBooks· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Electrophysiology of Sleep
Florin Amzica, Mircea Steriade
2001· book-chapter· en· Elsevier eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Plasticity in the Maternal Neural Circuit
Alison S. Fleming, Andrea González, Veronica M. Afonso, Vedran Lovic
2008· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
afffundno abstractunlabeled
Grain quality evaluation by computer vision
Digvir S. Jayas, C. B. Singh
2012· book-chapter· en· Elsevier eBooks· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Fusobacteria: physiology, form, and function
Avery Robinson, Jacob Wilde, Emma Allen‐Vercoe
2020· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Renewable power generation
Meysam Qadrdan, Xiandong Xu, Ehsan Haghi, Christopher T. Williams
2019· book-chapter· en· Elsevier eBooks· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Physicochemical Analysis
G.S. Patience
2017· book-chapter· en· Elsevier eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Upper Extremity Rehabilitation Robots: A Survey
Borna Ghannadi, Reza Sharif Razavian, John McPhee
2018· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Soil Moisture Retrievals Using Optical/TIR Methods
Parinaz Rahimzadeh-Bajgiran, Aaron Berg
2016· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
afffundno abstractunlabeled
Animal Models of Dietary-Induced Obesity
Louise Thibault
2013· book-chapter· en· Elsevier eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Computational Systems Biology
Sucheendra K. Palaniappan, Ayako Yachie‐Kinoshita, Samik Ghosh
2018· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Nonenzymatic Browning Reactions: Overview
Yuliya Hrynets, Abhishek Bhattacherjee, Mirko Betti
2017· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Reactive oxygen species and oxidative stress
Rhian M. Touyz, Lívia L. Camargo
2023· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Oleogels in Food
Kristin D. Mattice, Alejandro G. Marangoni
2017· book-chapter· fi· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Rock avalanches onto glaciers
Philip Deline, K. Hewitt, Dan H. Shugar, Natalya Reznichenko
2021· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Niacin
William Todd Penberthy, James B. Kirkland
2020· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Thermodynamic Fundamentals
İbrahim Dinçer, Marc A. Rosen
2012· book-chapter· en· Elsevier eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Inequality
Lars Osberg
2001· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Brain Edema in Acute Liver Failure
Roger F. Butterworth
2017· article· en· Elsevier eBooks· Medicine
distilled prediction:candidate · noneconsensus · none
12
citations
afffundno abstractunlabeled
Postharvest Technologies
Trust Beta, Victoria Ndolo
2018· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
1.16 Wind Energy
Craig B. MacEachern, İlhami Yıldız
2018· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations

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