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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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Auditory Scene Analysis
2008· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1,412
citations
affno abstractunlabeled
Measuring Self-Regulated Learning
2000· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
1,307
citations
affno abstractunlabeled
Antimicrobial food packaging
2003· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
591
citations
affno abstractunlabeled
The Juvenile Hormones
2011· book-chapter· en· Elsevier eBooks· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
412
citations
affno abstractunlabeled
Sentiment Analysis
2016· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
384
citations
afffundno abstractunlabeled
Atom Probe Tomography
2021· article· en· Elsevier eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
364
citations
affno abstractunlabeled
Latent Dirichlet Allocation
2015· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
344
citations
affno abstractunlabeled
An interest researcher's perspective
2000· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
333
citations
affno abstractunlabeled
Exergy, Environment And Sustainable Development
2012· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
306
citations
affno abstractunlabeled
Emotional Geographies
2009· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
277
citations
affno abstractunlabeled
Deep learning
2016· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
254
citations
affno abstractunlabeled
Student Interest and Achievement
2002· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
245
citations
affno abstractunlabeled
Functions of macronutrients
2023· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
208
citations
affno abstractunlabeled
Environmental Effects of Marine Transportation
2018· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
206
citations
affno abstractunlabeled
Nanomaterials properties
2020· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
192
citations
affno abstractunlabeled
Quotient Cube
2002· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
187
citations
affno abstractunlabeled
Climate, Weather, and Area Burned
2001· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
176
citations
affno abstractunlabeled
Code switching: Linguistic
2001· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
170
citations
affno abstractunlabeled
Harmful Algal Blooms
2015· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
166
citations
affno abstractunlabeled
Personality, Self-Regulation, and Adaptation
2000· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
159
citations
affno abstractunlabeled
Fire Effects on Trees
2001· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
149
citations
affno abstractunlabeled
Polymer Properties and Characterization
2017· book-chapter· en· Elsevier eBooks· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrowconsensus · none
147
citations
affno abstractunlabeled
INTRODUCTION
2002· book-chapter· en· Elsevier eBooks
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
138
citations
affno abstractunlabeled
Human Factors in Aviation
2010· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
131
citations
affno abstractunlabeled
Stream Chemistry and Riparian Zones
2000· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
129
citations
affno abstractunlabeled
Supplementary cementing materials
2019· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
127
citations
affno abstractunlabeled
Seaweed carbohydrates
2015· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
125
citations
affno abstractunlabeled
Antioxidants
2015· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
124
citations
affno abstractunlabeled
Solar PV Power Plants Site Selection
2018· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
121
citations
affno abstractunlabeled
Chemical Ionization in Mass Spectrometry
2016· book-chapter· en· Elsevier eBooks· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
120
citations
affno abstractunlabeled
Discrete Cosine and Sine Transforms
2007· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
117
citations
affno abstractunlabeled
Flax (Linum usitatissimum L.)
2016· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
112
citations
affno abstractunlabeled
NATIVE PEOPLES AND ARCHAEOLOGY
2008· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · stsconsensus · none
112
citations
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