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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 153 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
Blood sample collection and handling
Kristi Lew
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Musculoskeletal system of the non-human primate
Agathe Bédard, Jayne Wright, Solomon Hailé, James Baily, Alys Bradley, Jennifer A. Chilton
2023· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Future of Gut Microbiota and Nutrition
Edward E. Ishiguro, Natasha Haskey, Kristina Campbell
2023· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Tamer M.M. Abdellatief, Sara Abu Odeh, Abdul Hai Alami, Adnan Alashkar, Alia AlJassmi, Rashid Alrashid +13 more
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Vasovagal Syncope
George S Tadros, Felix Gabriel Ayala Valani, Lucy Y. Lei, Satish R. Raj, Robert S. Sheldon
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Feeding and drinking behavior
Diane Frank
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Protozoan Diseases: Leishmaniasis
Adrienne Showler, Carson K. L. Lo, Sabrina Yeung, Celine Lecce, Andrea K. Boggild
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Work Integrated Learning
Rickard Enstroem
2024· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Pion decay
D. Bryman, Robert Shrock
2025· book-chapter· en· Elsevier eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Methods and statistics for diffusion MRI tractometry
Maxime Chamberland, Samuel St‐Jean, Derek K. Jones, Maxime Descoteaux, Alexander Leemans
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Historical perspective
Pauline De Bruyne, Shinya Ito
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Atul Kumar Rahul, R. Arunprasath, B. Gayathri, Cauvery Aarthi, C. Ramya, Suman Chahar +46 more
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Ion Exchange for Hydrometallurgy
Bethan McKevitt
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Tumor microenvironment and chemoresistance
Meshach Asare-Werehene, Benjamin K. Tsang
2024· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Engineering principles of bioseparations
Amarjeet Bassi
2023· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Simulations in clinical neurosciences
Ljuba Stojiljković, Jamie L. Uejima, Kan Ma
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Chironomid overview
Ian R. Walker, Scott A. Elias
2023· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contaminants and cleaning of product gases
Prabir Basu, Priyanka Kaushal
2023· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Advances in RNAi for agricultural pest control
Mayla Daiane Corrêa Molinari, Renata Fuganti‐Pagliarini, Fabrício Barbosa Monteiro Arraes, Samantha Vieira Abbad, Marcelo Picanço de Farias, Liliane Márcia Mertz-Henning +2 more
2025· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Anaplasma
Alejandro Cabezas‐Cruz, Dasiel Obregón, Marinela Contreras, Pilar Alberdi, Émilie Bard, Margarita Villar +1 more
2024· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Advanced deep learning methods
Ian H. Witten, Eibe Frank, Mark A. Hall, Christopher Pal, James R. Foulds
2025· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The early life stages of marine fishes
Janet T. Duffy‐Anderson, Alison L. Deary, Francis Juanes, Olivier Le Pape
2025· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ionic Polymerization
Phillip Choi, Alfred Rudin
2025· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Fatigue of the respiratory muscles
A. William Sheel, Dean E. Mills, Bruno Archiza
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Modeling motion in the vertical
Marek Stastna, Derek Steinmoeller
2023· book-chapter· en· Elsevier eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Prediction methods
N. Balakrishnan, Erhard Cramer, Debasis Kundu
2023· book-chapter· en· Elsevier eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Samantha Vieira Abbad, Reham I. Abdelhamid, Atman Adiba, Arjun Kumar Aggrawal, Niaz Ahmed, Arumugam Vijaya Anand +66 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Tilt table testing
Brennan Ballantyne, Satish R. Raj
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations

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