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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 10 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
Nanogels for biomedical applications
Magdalini Tsintou, Cang Wang, Kyriakos Dalamagkas, Ding Weng, Yinan Zhang, Wanting Niu
2017· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
affno abstractunlabeled
The Valorization of Plastic Via Thermal Means
Mohammad Heidari, Pragyan Poonam Garnaik, Animesh Dutta
2018· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Genetic Transformation of Crops for Oil Production
Priti Maheshwari, Igor Kovalchuk
2016· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Thin films for tissue engineering applications
Masoud Mozafari, Arash Ramedani, Y.N. Zhang, David K. Mills
2016· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
23
citations
affno abstractunlabeled
Ice Cream and Frozen Desserts: Manufacture
H. Douglas Goff
2015· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
affno abstractunlabeled
Self-Study by Teacher Educators
Tom Russell
2010· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
23
citations
affno abstractunlabeled
Combined Microwave Vacuuum-drying
Christine H. Scaman, Timothy D. Durance
2005· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Key Drivers of Food Insecurity
Helen Fyles, Chandra A. Madramootoo
2015· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Green fibre thermoplastic composites
Mohini Sain, Suhara Panthapulakkal
2004· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
23
citations
affno abstractunlabeled
REACTIVE AIRWAYS DYSFUNCTION SYNDROME
Susan M. Tarlo, Carrie A. Redlich
2006· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
23
citations
affno abstractunlabeled
The microbiological safety of raw milk
Mansel W. Griffiths
2010· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Near-IR Triggered Photon Upconversion
Diana C. Rodríguez Burbano, Rafik Naccache, John A. Capobianco
2015· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
23
citations
affno abstractunlabeled
Hydrogen Production and Current Technologies
Hanane Dagdougui, Roberto Sacile, Chiara Bersani, Ahmed Ouammi
2018· book-chapter· en· Elsevier eBooks· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
affno abstractunlabeled
Braided composites in aerospace engineering
Jason P. Carey, Garrett W. Melenka, Alexander Hunt, B.K.O. Cheung, M. Ivey, Cagri Ayranci
2016· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affno abstractunlabeled
Sensorimotor Control of Manipulation
Roland S. Johansson, J.R. Flanagan
2009· book-chapter· en· Elsevier eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affno abstractunlabeled
Vitamin D and Osteoblasts
Jane E. Aubin, Johan N.M. Heersche
2005· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affno abstractunlabeled
2.3 Autoclave Processing
G. Fernlund, Christophe Mobuchon, Navid Zobeiry
2017· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affno abstractunlabeled
Irradiation Creep in Materials
F. Onimus, Thomas Jourdan, Cheng Xu, Anne Campbell, M. Griffiths
2020· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
afffundno abstractunlabeled
Engineering properties of spider silk
Frank Ko, Yuqin Wan
2018· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
affno abstractunlabeled
Perceived Control
Judith G. Chipperfield, Raymond P. Perry, Tara L. Stewart
2012· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
affno abstractunlabeled
Introduction to braided composite material behavior
Jason P. Carey, Garrett W. Melenka, Alexander Hunt, Cagri Ayranci
2016· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
affno abstractunlabeled
3.16 Thermal Energy Production
İbrahim Dinçer, Marc A. Rosen, Farrukh Khalid
2018· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affno abstractunlabeled
Justice, Equity and Biodiversity
Kai M. A. Chan, Terre Satterfield
2013· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
affno abstractunlabeled
Introduction
Keith S. Dobson, David J. A. Dozois
2008· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
affno abstractunlabeled
Changing Your Status in a Changing World
Bonnie J. Leadbeater, Jennifer Connolly, Jeff R. Temple
2018· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
22
citations
affno abstractunlabeled
Hyperspectral Image Processing Techniques
Michael Ngadi, Li Liu
2010· book-chapter· en· Elsevier eBooks· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
22
citations
affno abstractunlabeled
Modifications of Mitochondrial Function by Toxicants
O. Lee, Peter J. O’Brien
2010· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affno abstractunlabeled
An Ecological Model of Active Transportation
Richard Larouche, Ariane Ghekiere
2018· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
affno abstractunlabeled
Realization
Robert A. Wilson, Carl F. Craver
2007· book-chapter· en· Elsevier eBooks· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
22
citations
affno abstractunlabeled
Biopolymers
Rehan Ali Pradhan, Saadman Sakib Rahman, Ahmed Jawad Qureshi, Aman Ullah
2020· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
22
citations
affno abstractunlabeled
Expansive agents
R. Gagné
2015· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
21
citations
affno abstractunlabeled
Rearing young birds for adaptability
Tina M. Widowski, Stephanie Torrey
2018· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
affno abstractunlabeled
Self Online
Jayne Gackenbach, Heather von Stackelberg
2007· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
21
citations
affno abstractunlabeled
Gold – An Historical Introduction
Fathi Habashi
2016· book-chapter· en· Elsevier eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
21
citations
affno abstractunlabeled
Yogurt and Health
Melissa Anne Fernandez, Éliane Picard‐Deland, Mélanie Le Barz, Noëmie Daniel, André Marette
2016· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · noneconsensus · none
21
citations

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