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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 13 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
Machine learning for optimizing healthcare resources
Abdalrahman Tawhid, Tanya Teotia, Haytham Elmiligi
2021· book-chapter· en· Elsevier eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
18
citations
affno abstractunlabeled
Social Memory Processes
Michael G. Ross, Craig W. Blatz, Emily Schryer
2008· book-chapter· en· Elsevier eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
The Many Faces of Simulation
Bruno Pilote, Gilles Chiniara
2019· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
1.27 Life Cycle Assessment of Energy
İbrahim Dinçer, Yusuf Biçer
2018· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Siblings and Sibling Rivalry
Nina Howe, Holly Recchia
2008· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Neoarchean–Paleoproterozoic supercycles
Johanna Salminen, S J Pehrsson, David A.D. Evans, Chong Wang
2021· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
Material responses to ballistic impact
Amir Shahkarami, Elvis Cepuš, Reza Vaziri, Anoush Poursartip
2006· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
Fundamentals of energy systems
İbrahim Dinçer, Yusuf Biçer
2019· book-chapter· en· Elsevier eBooks· Chemical Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
affno abstractunlabeled
Polymers for advanced applications
Muhammad Arshad, Muhammad Zubair, Saadman Sakib Rahman, Aman Ullah
2020· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Chalcogen–Nitrogen Radicals
Renè T. Boeré, Tracey L. Roemmele
2013· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
Tephrochronology
Brent V. Alloway, G. Larsen, David J. Lowe, Phil Shane, John A. Westgate
2007· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
The Role of Subchondral Bone in Osteoarthritis
Johanne Martel‐Pelletier, Daniel Lajeunesse, Pascal Reboul, Jean‐Pierre Pelletier
2007· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
afffundno abstractunlabeled
Environmental Perspectives
Heather McShane, Geoffrey I. Sunahara
2015· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
afffundno abstractunlabeled
Photofermentative Biohydrogen Production
Patrick C. Hallenbeck
2013· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
17
citations
affno abstractunlabeled
Quantum computing: vision and challenges
Sukhpal Singh Gill, Oktay Cetinkaya, S. Marrone, Daniel Claudino, David Haunschild, Leon Schlote +11 more
2025· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affno abstractunlabeled
Pathogenesis
Alan C. Jackson
2007· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
17
citations
affno abstractunlabeled
Analytical Product Release Planning
Maleknaz Nayebi, Guenther Ruhe
2015· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affno abstractunlabeled
Heparin-Induced Thrombocytopenia
Theodore E. Warkentin, William E. Dager
2005· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
17
citations
affno abstractunlabeled
The Concept of Health Anxiety
Gordon J. G. Asmundson, Thomas A. Fergus
2019· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · noneconsensus · none
17
citations
afffundno abstractunlabeled
The Future Species of Anthropocene Seas
Nicholas K. Dulvy, Holly K. Kindsvater
2017· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
Content Analysis
Jamie Baxter
2019· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
Wildfire and Tree Population Processes
S.L. Gutsell, Edward A. Johnson
2007· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affno abstractunlabeled
B Vitamins in Cow Milk
Benoı̂t Graulet, C.L. Girard
2017· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
2.1 Ammonia
İbrahim Dinçer, Yusuf Biçer
2018· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
17
citations
affno abstractunlabeled
Phase change materials
John A. Noël, Samer Kahwaji, Louis Desgrosseilliers, Dominic Groulx, Mary Anne White
2022· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
17
citations
fundno affno abstractunlabeled
Dermatologic Diseases
Laurie Hess, Kathy C. Tater
2011· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
16
citations
affno abstractunlabeled
Impact of Cocoa Butter Origin on Crystal Behavior
Stéphanie Marty-Terrade, Alejandro G. Marangoni
2012· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
Psychoanalytic Theory/Psychoanalytic Geographies
Paul Kingsbury
2009· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
16
citations
affno abstractunlabeled
Fundamentals of Biohydrogen
Patrick C. Hallenbeck
2013· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
affno abstractunlabeled
Transcranial Direct-Current Stimulation (tDCS)
Patrick Ciechanski, Adam Kirton
2016· book-chapter· en· Elsevier eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
16
citations
affno abstractunlabeled
Boreal Forest Ecosystems
Jennie R. McLaren, Roy Turkington
2013· book-chapter· pt· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
16
citations

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