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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 8 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
Best Worst Scaling: Theory and Practice
A. A. J. Marley, Terry N. Flynn
2015· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
29
citations
affno abstractunlabeled
Ethylcellulose Oleogels
Tania Dey, Dennis A. Kim, Alejandro G. Marangoni
2011· book-chapter· de· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
29
citations
affno abstractunlabeled
Returns to Education in Developed Countries
Morley Gunderson, Philip Oreopoulos
2010· book-chapter· en· Elsevier eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
29
citations
affno abstractunlabeled
Machine learning and coastal processes
Tom Beuzen, Kristen D. Splinter
2020· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
affno abstractunlabeled
BEETLE RECORDS | Late Pleistocene of Northern Asia
A. Sher, Svetlana Kuzmina
2013· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
28
citations
affno abstractunlabeled
Oleogels
Edmund D. Co, Alejandro G. Marangoni
2018· book-chapter· fi· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
28
citations
affno abstractunlabeled
Hybrid Nanoparticles
Dongling Ma
2019· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
28
citations
affno abstractunlabeled
Food proteins for health and nutrition
Nan Shang, Shreyak Chaplot
2017· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Biopolymers in environmental applications
Muhammad Zubair, Aman Ullah
2020· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
28
citations
affno abstractunlabeled
Dynamic self-processes
Alain Morin, Famira Racy
2021· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
28
citations
affno abstractunlabeled
Extracellular Potassium Dynamics and Epileptogenesis
Flavio Frӧhlich, Igor Timofeev, Terrence J. Sejnowski, Maxim Bazhenov
2008· book-chapter· en· Elsevier eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affno abstractunlabeled
Hydrogen Production Methods
İbrahim Dinçer, Haris Ishaq
2021· book-chapter· en· Elsevier eBooks· Chemical Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affno abstractunlabeled
Molecular analysis of overwintering diapause
Subba Reddy Palli, Ravi Kothapalli, Qili Feng, Tim R. Ladd, Srini C. Perera, Sichun Zheng +5 more
2001· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affno abstractunlabeled
Chemical species tomography
H. McCann, Paul Wright, Kyle J. Daun
2015· book-chapter· en· Elsevier eBooks· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
28
citations
affno abstractunlabeled
Brain Plasticity and Experience
Bryan Kolb
2017· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
affno abstractunlabeled
Phenoxy Herbicides (2,4-D)
Elke Kennepohl, I.C. Munro, James S. Bus
2009· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affno abstractunlabeled
Entrained air in concrete
P.-C. Aı̈tcin
2015· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
affno abstractunlabeled
Particle Coating in Fluidized Beds
Mohammad Foroughi-Dahr, Navid Mostoufi, Rahmat Sotudeh‐Gharebagh, Jamal Chaouki
2017· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Alkaline Phosphatase
David Goltzman, Dengshun Miao
2004· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
affno abstractunlabeled
Protein From Flaxseed (Linum usitatissimum L.)
Harsha K. Marambe, Janitha P.D. Wanasundara
2016· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
affno abstractunlabeled
Thallium: Environmental Pollution and Health Effects
T. Viraraghavan, Asha Srinivasan
2011· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
affno abstractunlabeled
Multidimensional Scaling
Z. Zhang, Yoshio Takane
2010· book-chapter· en· Elsevier eBooks· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
affno abstractunlabeled
Immune System Organs of Bony Fishes
Cheryl Soullière, Bernard Dixon
2016· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations

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