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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 167 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
Ethics: what are the impacts of what’s been learned?
Ian H. Witten, Eibe Frank, Mark A. Hall, Christopher Pal, James R. Foulds
2025· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Global competitiveness of nations
Mark Kam Loon Loo
2023· book-chapter· en· Elsevier eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Long lived immune memory and food allergy
Kelly Bruton, Manal Bel Imam, Joshua F. E. Koenig, Ramona A. Hoh, Paula H. Ruiz de Azcárate, Sarita U. Patil +3 more
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Electrospinning for braiding
Ignacio Garcés, Cagri Ayranci, Jason P. Carey
2024· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Sustainability in Plastic Packaging
Omid Yousefzade, Mojtaba Mohammadi, Georges R. Younes, Abdellah Ajji
2024· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
IgG Structure and Function
Christy A. Thomson
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Forest trees
Richard C. Hamelin
2024· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Nanofiber-based diagnostics for cancer inflammation
Jasmine Kaur, Abhishek Konar, Pranabesh Ghosh, Mukul Machhindra Barwant, Pooja Kadyan
2025· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Variable selection for analytical chemistry data
Ryland T. Giebelhaus, Sheri A. Schmidt, Seo Lin Nam, A. Paulina de la Mata, Paul R. Shipley, James J. Harynuk
2025· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Endotoxin in trauma
Emmanuel Charbonney, John C. Marshall
2025· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Erwin B. Montgomery
2024· book-chapter· en· Elsevier eBooks· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
C4 Plants
Marjorie R. Lundgren, Rowan F. Sage, Tammy L. Sage
2023· book-chapter· pt· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Silver nanocomposite hydrogels
Marzieh Baneshi, Fahimeh Jowkar, Hassan Bardania
2025· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Automated pupillometry in short-duration human spaceflight
Bader Shirah, Yasser Aladdin, Christopher E. Mason, Shawna Pandya, Yvette Gonzalez, Aaron H. Persad +4 more
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Rheumatology
Claire Leblanc
2023· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Self-assembly
Anna Klinkova, Héloïse Thérien‐Aubin
2023· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Cross-Linguistic Pedagogy and Awareness
Susan Ballinger
2025· book-chapter· en· Elsevier eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Oat protein
Indhurathna Swaminathan, Maneka Malalgoda
2025· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Steam and organic Rankine cycles
Murat Emre Demir, İbrahim Dinçer
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Ali Ala, Vittorio Astarita, Chiara Colombaroni, Mohamad Darayi, Gülay Demir, Szabolcs Duleba +39 more
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Pathogenesis
Alan C. Jackson
2025· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Computational and Physical Modeling
Mihaiela Isac, R. I. L. Guthrie
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Imagerie cérébrale
Lydia Chougar, Stéphane Lehéricy, Stéphane Thobois, Stéphane Prange
2025· book-chapter· fr· Elsevier eBooks· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Importance of Hydrometallurgy, Introduction
David G. Dixon, Vladimiros G. Papangelakis
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Single-cell electroanalysis
Amir Hatami, Xiulan He, Hongwei� Jiang, Xinwei Zhang, Shayan Angizi
2025· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Solar thermochemical energy conversion
Yusuf Biçer, İbrahim Dinçer
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
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