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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 3 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
Proteins in the Diet
Sudarshan Nadathur, Janitha P.D. Wanasundara, Laurie Scanlin
2016· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
68
citations
affno abstractunlabeled
Stealth coatings for nanoparticles
Narges Hadjesfandiari, Parambath Anilkumar
2018· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
68
citations
affno abstractunlabeled
Weathering and surface protection of wood
Philip D. Evans, Mohammed Jahangir A. Chowdhury, Brian Mathews, K.J. Schmalzl, Stephen W. Ayer, Makoto Kiguchi +1 more
2005· book-chapter· en· Elsevier eBooks· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
68
citations
aboutno affunlabeled
The ontology of spacetime
Dennis Dieks
2006· book· en· Elsevier eBooks· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
67
citations
affno abstractunlabeled
Nutrition and Reproduction in Fish
Hélène Volkoff, Sydney London
2017· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
66
citations
affno abstractunlabeled
Lipid Oxidation
Karen M. Schaich, Fereidoon Shahidi, Ying Zhong, N.A.M. Eskin
2012· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
66
citations
affno abstractunlabeled
Image Quality Assessment
Kalpana Seshadrinathan, Thrasyvoulos N. Pappas, R.J. Safranek, Junqing Chen, Zhou Wang, Hamid R. Sheikh +1 more
2009· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
64
citations
affno abstractunlabeled
Structural Health Monitoring
J. L. Humar, Mostafa S. Amin
2001· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
64
citations
affno abstractunlabeled
Material Performance in Supercritical Water
Todd R. Allen, Yudong Chen, Xukai Ren, K. Sridharan, Lizhen Tan, Gary S. Was +2 more
2012· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
64
citations
affno abstractunlabeled
Prejudice and Discrimination
Victoria M. Esses, Antoinette H. Semenya, Monika Stelzl
2004· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
62
citations
affno abstractunlabeled
Overview of membrane technology
Asad Asad, Dan Sameoto, Mohtada Sadrzadeh
2020· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
62
citations
affno abstractunlabeled
CONJUGATING GREEN ALGAE AND DESMIDS
J. F. Gerrath
2003· book-chapter· en· Elsevier eBooks· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
62
citations
affno abstractunlabeled
Hydrogels
Wenda Wang, Ravin Narain, Hongbo Zeng
2020· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
61
citations
affno abstractunlabeled
The response of tissue to laser light
Alexandre Douplik, Gennadi Saiko, Irina Schelkanova, Valery V. Tuchin
2013· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
affno abstractunlabeled
Wildland Fire Danger Rating and Early Warning Systems
William J. de Groot, B. Michael Wotton
2014· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
60
citations
affno abstractunlabeled
Education and Crime
Lance Lochner
2010· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
60
citations
affno abstractunlabeled
The Generalized MDL Approach for Summarization
Laks V. S. Lakshmanan, Raymond T. Ng, Christine Xing Wang, Xiaodong Zhou, Theodore Johnson
2002· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
60
citations
affno abstractunlabeled
Ocean Cultures
Darcy Mathews, Nancy J. Turner
2017· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
60
citations
affno abstractunlabeled
Colorimetric Sensors and Sensor Arrays
Iraklii I. Ebralidze, Nadia O. Laschuk, Jade Poisson, Olena V. Zenkina
2019· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
60
citations
affno abstractunlabeled
Neural Networks: A Guided Tour
S. Haykin
2000· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
59
citations
affno abstractunlabeled
Seaweeds and their Mariculture
T. Chopin, M. Sawhney
2009· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
58
citations
affno abstractunlabeled
Expanding Spherical Shocks (Blast Waves)
John Dewey
2001· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
58
citations
fundno affno abstractunlabeled
Sleep Bruxism
Gilles Lavigne, Christiane Manzini, Takafumi Kato
2005· book-chapter· en· Elsevier eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
57
citations
affno abstractunlabeled
Rainflow Cycle Counting Techniques
Yung–Li Lee, Tana Tjhung
2011· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
57
citations
affno abstractunlabeled
Microwave technology for food processing
Valérie Orsat, G. S. V. Raghavan, Kiruba Krishnaswamy
2016· book-chapter· en· Elsevier eBooks· Chemistry
distilled prediction:candidate · metaepi_narrowconsensus · none
57
citations
affno abstractunlabeled
Advanced Pattern Mining
Jiawei Han, Micheline Kamber, Jian Pei
2012· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
56
citations
affno abstractunlabeled
Planetary Seismology
Philippe Lognonné, C. L. Johnson
2015· book-chapter· en· Elsevier eBooks· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
56
citations
affno abstractunlabeled
Stress and Reproduction
Meghan Fuzzen, Nicholas J. Bernier, Kraak Glen Van Der
2011· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
56
citations
afffundno abstractunlabeled
11.17 Coastal Dunes
Patrick A. Hesp, Ian J. Walker
2013· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
55
citations
affno abstractunlabeled
Insect Pest Control by Viruses
Martin A. Erlandson
2008· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
55
citations
affno abstractunlabeled
Corrosion of Titanium and Titanium Alloys
James J. Noël, Nafiseh Ebrahimi, David W. Shoesmith
2017· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
55
citations
affno abstractunlabeled
Numerical Ecology
Pierre Legendre
2018· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
55
citations
affno abstractunlabeled
Musical Development
Laurel J. Trainor, Erin E. Hannon
2012· book-chapter· en· Elsevier eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
54
citations
affno abstractunlabeled
Clinical Interpretation of the WISC-IV FSIQ and GAI
Donald H. Saklofske, Aurelio Prifitera, Lawrence G. Weiss, Eric Rolfhus, Jianjun Zhu
2005· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
54
citations
affno abstractunlabeled
NEUROSEMANTICS AND CATEGORIES
Chris Eliasmith
2005· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
54
citations
afffundno abstractunlabeled
Measuring Emotions
Jason M. Harley
2016· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
54
citations

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