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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 79 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
Membrane separation processes
Ajay K. Ray
2023· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Structural equation modeling
Rex B. Kline
2025· book-chapter· en· Elsevier eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Medications safety for special population case studies: Geriatrics
Yaser Mohammed Al‐Worafi, Long Chiau Ming, Ammar Ali Saleh Jaber, Ali Salman Al-Shami, Faisal Mohammad Ali Abdalla, Fahad Ezzi Obaid Abrah +3 more
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Plant-based vaccines for emerging infectious diseases
Lalitkumar K. Vora, Vivek P. Chavda, Nidhi Raval, Nikita Tiwari, Shilpa Dawre, Vandana Patravale
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Carbonaceous particles in flames and fires
Fengshan Liu, Jean-Louis Consalvi
2023· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Nutrition and Pregnancy Outcomes
Christian J. Bellissimo, Mark H. Vickers, Deborah M. Sloboda
2017· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Macromechanics of composite materials
B.K.O. Cheung, Jason P. Carey
2024· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
CARBONATE STABLE ISOTOPES | Overview
Henry P. Schwarcz
2007· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Durable PLA Bioplastics
Jayita Bandyopadhyay, Suprakas Sinha Ray
2024· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Wilma van Wezenbeek, Director, TU Delft Library
Patrick Lo, Dickson K.W. Chiu, Allan Cho, Brad Allard
2019· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Preface for volume 1
Stavros A. Zenios, William T. Ziemba
2008· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Water economics
Sahar Mohammad-Azari, Omid Bozorg‐Haddad, Asim Biswas
2021· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Six-, eight- and twelve-cylinder engines
T.K. Garrett, K. Newton, W. Steeds
2000· book-chapter· en· Elsevier eBooks· Engineering
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
Child sexual abuse
Ami Rokach, Shauna Clayton
2023· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Molecular Taxonomy
David C. Alexander, Paul N. Levett, Christine Y. Turenne
2014· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Widefield imaging of the peripheral retina
Niveditha Pattathil, Samantha Orr, Jay Chhablani, Netan Choudhry
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Recording the Scene
Max M. Houck, Frank Crispino, Terry McAdam
2018· book-chapter· en· Elsevier eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Overview of Drug Development
Colin G. Rousseaux, William M. Bracken, Silvia Guionaud
2023· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Mexican Consumers in a Cross Cultural and Intra Cultural Perspective
Héctor B. Escalona‐Buendía, Aurora Pintor‐Jardines, Sergio Erick García‐Barrón, Angélica Romero‐Medina, Rosa Pilar Carmona-Escutia
2025· book-chapter· en· Elsevier eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Fundamentals of chilling/cooling processes
Macmanus Chinenye Ndukwu, O.S. Onwuka, Lyes Bennamoun, Fidelis I. Abam, Godwin Akpan
2024· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Health information exchange as a profession
Candace J. Gibson, Kelly Abrams, Ramona Kyabaggu
2023· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Ladybug (Coccinellidae) taint in wine
Andreea Botezatu, Gary J. Pickering
2021· 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
Retrieval
Asaf Gilboa
2015· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
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
Egg allergy
Yoshinori Mine, M. Yang
2011· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Epigenetics and genotypic variation
Miriam Merenciano, Anaïs Larue, Cristian Groza, Cristina Vieira, Rita Rebollo, Clément Goubert
2024· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1
citations
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