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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.

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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 1 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Auditory Scene Analysis
Albert S. Bregman
2008· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1,412
citations
affno abstractunlabeled
Measuring Self-Regulated Learning
Philip H. Winne, Nancy E. Perry
2000· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
1,307
citations
affno abstractunlabeled
The Control-Value Theory of Achievement Emotions
Reinhard Pekrun, Anne C. Frenzel, Thomas Goetz, Raymond P. Perry
2007· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1,174
citations
affno abstractunlabeled
Association for Computational Linguistics
G. Hirst
2006· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1,154
citations
affno abstractunlabeled
Antimicrobial food packaging
Jung H. Han
2003· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
591
citations
affno abstractunlabeled
The Juvenile Hormones
Walter G. Goodman, Michel Cusson
2011· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
412
citations
affno abstractunlabeled
Sentiment Analysis
Saif M. Mohammad
2016· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
384
citations
afffundno abstractunlabeled
Atom Probe Tomography
Baptiste Gault, Ann N. Chiaramonti, Oana Cojocaru‐Mirédin, Patrick Stender, Renelle Dubosq, Christoph Freysoldt +4 more
2021· article· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
364
citations
affno abstractunlabeled
Latent Dirichlet Allocation
Joshua Charles Campbell, Abram Hindle, Eleni Stroulia
2015· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
344
citations
affno abstractunlabeled
An interest researcher's perspective
Suzanne Hidi
2000· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
333
citations
affno abstractunlabeled
The Marmoset Brain in Stereotaxic Coordinates
George Paxinos, Charles Watson, Michael Petrides, Marcello Goncalves Rosa
2025· book· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
303
citations
affno abstractunlabeled
Emotional Geographies
Jordan A. Davidson, Mick Smith
2009· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
277
citations
affno abstractunlabeled
Deep learning
Ian H. Witten, Eibe Frank, Mark A. Hall, Christopher Pal
2016· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
254
citations
affno abstractunlabeled
Student Interest and Achievement
K. Ann Renninger, Suzanne Hidi
2002· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
245
citations
affno abstractunlabeled
Laboratory techniques used for entomopathogenic fungi
G. Douglas Inglis, J. Enkerli, Mark S. Goettel
2012· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
223
citations
affno abstractunlabeled
Functions of macronutrients
Malcolm J. Hawkesford, İsmail Çakmak, Devrim Coskun, Luit J. De Kok, Hans Lambers, Jan K. Schjøerring +1 more
2023· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
208
citations
affno abstractunlabeled
Environmental Effects of Marine Transportation
Tony R. ‎Walker, Olubukola Adebambo, Monica C. Del Aguila Feijoo, Elias Elhaimer, Tahazzud Hossain, Stuart Johnston Edwards +5 more
2018· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
206
citations
affno abstractunlabeled
Nanomaterials properties
Anika Benozir Asha, Ravin Narain
2020· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
192
citations
affno abstractunlabeled
Quotient Cube
Laks V. S. Lakshmanan, Jian Pei, Jiawei Han
2002· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
187
citations
affno abstractunlabeled
Climate, Weather, and Area Burned
Mike Flannigan, B. Mike Wotton
2001· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
176
citations
affno abstractunlabeled
Code switching: Linguistic
Shana Poplack
2001· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
170
citations
affno abstractunlabeled
Harmful Algal Blooms
Sue B. Watson, Brian A. Whitton, Scott N. Higgins, Hans W. Paerl, Bryan W. Brooks, John D. Wehr
2015· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
166
citations
affno abstractunlabeled
Fuzzy Sets, Fuzzy Logic, and Fuzzy Systems
Μ.Μ. Gupta, Jerzy B. Kiszka
2003· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
166
citations
affno abstractunlabeled
Personality, Self-Regulation, and Adaptation
Gerald Matthews, Vicki L. Schwean, Sian E. Campbell, Donald H. Saklofske, Abdalla A.R. Mohamed
2000· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
159
citations
affno abstractunlabeled
Fire Effects on Trees
Matthew B. Dickinson, Edward A. Johnson
2001· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
149
citations
affno abstractunlabeled
Polymer Properties and Characterization
James E. Brady, Tom Durig, P.I. Lee, J.-X. Li
2017· book-chapter· en· Elsevier eBooks· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
147
citations
affno abstractunlabeled
INTRODUCTION
Ramazan Gençay, Faruk Selçuk∥, Brandon Whitcher
2002· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
138
citations
affno abstractunlabeled
Human Factors in Aviation
Eduardo Salas, Dan Maurino, Michael T. Curtis
2010· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
131
citations
affno abstractunlabeled
Stream Chemistry and Riparian Zones
Alan R. Hill
2000· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
129
citations
affno abstractunlabeled
Supplementary cementing materials
Daman K. Panesar
2019· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
127
citations
affno abstractunlabeled
Seaweed carbohydrates
Laurie‐Eve Rioux, Sylvie L. Turgeon
2015· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
125
citations
affno abstractunlabeled
Antioxidants
Fereidoon Shahidi
2015· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
124
citations
affno abstractunlabeled
Protein + Polysaccharide Coacervates and Complexes
Sylvie L. Turgeon, Sandra I. Laneuville
2009· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
124
citations
affno abstractunlabeled
Solar PV Power Plants Site Selection
Hassan Z. Al Garni, Anjali Awasthi
2018· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
121
citations
affno abstractunlabeled
Discrete Cosine and Sine Transforms
Vladimír Britaňák, P. Yip, K.R. Rao
2007· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
117
citations
affno abstractunlabeled
Flax (Linum usitatissimum L.)
Linda M. Hall, Helen Booker, Rodrigo M.P. Siloto, Amit J. Jhala, Randall J. Weselake
2016· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
112
citations
affno abstractunlabeled
NATIVE PEOPLES AND ARCHAEOLOGY
George Nicholas
2008· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
112
citations
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