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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 80 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
INTRODUCTION
S. Dost, B. Lent
2007· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Hormones and reproductive cycles in carnivores
Jason R. Herrick, Helen L. Bateman, Erin Curry, Jennifer B. Nagashima, Nucharin Songsasen
2024· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Homelessness and housing insecurity
Jessica A. Heerde, Stephanie Begun, Lindsay A Pearce, Vibhuti Kacholia, Carmen H. Logie, George Patton +1 more
2023· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Graph machine learning in drug discovery
Mohit Pandey, Atia Hamidizadeh, Mariia Radaeva, Michael Fernández, Martin Ester, Artem Cherkasov
2023· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Diseases of the Eye and Orbit
Charles S. Farrow
2006· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Egg allergy
Yoshinori Mine, M. Yang
2011· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
ACE and its implication over the lifespan
Ami Rokach, Shauna Clayton
2023· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Ice Caves in Iran
Mojgan Soleymani, Derek Ford, Mohammad Nakhaei, Alireza Nadimi
2018· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Introduction
Tatiana Koutchma
2014· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Restrained Eating in a World of Plenty
Janet Polivy, C. Peter Herman
2010· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Challenges and opportunities for green hydrogen in Brazil
Maurício Dalla Costa Rodrigues da Silva, Leandro Rodrigues Oviedo, Cristiane dos Santos, Giovani Pavoski, William Leonardo da Silva
2025· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Shale Gas Characteristics
Sohrab Zendehboudi, Alireza Bahadori
2016· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Controlling the Machining Process
Rolf Wüthrich, Jana D. Abou Ziki
2015· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Singing and choirs
Annabel J. Cohen
2020· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Gut Microbiota Throughout the Lifespan
Edward E. Ishiguro, Natasha Haskey, Kristina Campbell
2023· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Chemical looping reforming (CLR) for syngas production
Luis D. Virla, Camilla Fernandes de Oliveira, Felipe Gomes Camacho, Milanpreet Kaur, Nader Mahinpey
2023· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Deciliation
Lynne M. Quarmby, Moe R. Mahjoub
2023· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Treatment of Insomnia
Charles M. Morin, Simon Beaulieu‐Bonneau, Janet M. Y. Cheung
2019· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Metabolic Alkalosis
Kamel S. Kamel, Mitchell L. Halperin
2016· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Consumer Driven and Consumer Perceptible Food Innovation
Howard Moskowitz, Kunlin Li, Helena María André Bolini, Batool Batalvi
2016· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Time Series Analysis Methods
Richard E. Thomson, William J. Emery
2024· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Global laboratory systems
Lucy A. Perrone, François-Xavier Babin, Sébastien Cognat, Juliane Gebelin, Emmanuelle Boussieres, Allegra Molkenthin +4 more
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Neural control of flight in locusts
R. Meldrum Robertson
2020· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
PALEOLIMNOLOGY | Overview
M.S.V. Douglas
2007· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Contributors
S. M. Angel, Steve Buckley, David A. Cremers, I. Cravetchi, R. Fedosejevs, Charles T. Garten +22 more
2007· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Risk Management and Good Practices Guidelines
Maximilien Debia, Claude Ostiguy
2015· book-chapter· en· Elsevier eBooks· Chemical Engineering
machine prediction:candidate · noneconsensus · none
1
citations
afffundno abstractunlabeled
Material Properties for Numerical Calculations
Reza Bagheriasl, D. Ghaffari Tari, S. Kurukuri, Michael J. Worswick
2014· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Genetic Engineering
Michael E. Pyne, Karan S. Sukhija, C. Perry Chou
2014· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Bee venom and neuroprotection
Pier Morin, Luc H. Boudreau
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The role of policy and governance
Hassan Qudrat‐Ullah
2024· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
General introduction to nanotechnology-based sensors
Poushali Das, Sayan Ganguly, Seshasai Srinivasan, Amin Reza Rajabzadeh
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Diets and Heart Disease
M. GABRIEL KHAN
2006· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Adapting Learning in a Simulated Environment
Sandra Monteiro, Geoff Norman, Matthew Sibbald, Lawrence Grierson
2019· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Medical Profession, The
David Coburn
2001· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Diagnosis of osteosarcopenia—Clinical
Ahmed Negm, Αλεξάνδρα Παπαϊωάννου
2022· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
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