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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 157 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
Random field losses for deep networks
Ismail Ben Ayed
2023· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Photoactive materials
Canan Acar, İbrahim Dinçer
2024· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
More advanced machine learning schemes
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
Stabilization and critical velocity of a moving mass
Vladimir Stojanović, Jian Deng, Marko D. Petković, Marko A. Ristić
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Extending instance-based and linear models
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 Macrophage
Kémy Adé, Kevin Zhao, Dawn M. E. Bowdish
2025· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Hesham M. Ahmed, Stavros A. Argyropoulos, Mansoor Barati, Kinnor Chattopadhyay, R. J. Fruehan, R. I. L. Guthrie +18 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Tank Leaching
David G. Dixon
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Characterization techniques: Understanding the rubber compounds
Saul Utrera‐Barrios, Javier Muñoz, R. Perera, Marly Maldaner Jacobi, Esteban Friedenthal, Jordão Gheller +7 more
2025· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Chemical residues in milk and their consequences
Joe S. Smith, Patricia M. Dowling
2025· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Basic statistical principles
Michael Cummings
2025· book-chapter· en· Elsevier eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Stem Cell Therapy in Neuroimmunologic Diseases
Gauruv Bose, Mark S. Freedman
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Different variants of SARS-CoV-2
Arijit Samanta, Md. Samim Hassan, Taslima Nasrin, Syed Sahajada Mahafujul Alam, Zarnain Jamil, Harpal S. Buttar +2 more
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Nutrition and Reproduction in Fish
Hélène Volkoff
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Preclinical development of viral vector gene therapies
Eloïse Hudry, Jacqueline Brassard, Justine J. Cunningham
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Eosinophils – Role in Immunity
Paige Lacy
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Phonology of Vietnamese
Marc Brunelle
2025· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Pictures from the field: North America
Colleen O’Connell, Courtney Howard
2025· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Still tired after sleeping
Katéri Champagne, Denyse Chapados, Peter C. Barriga, Marielle Trottier
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Data Processing and Presentation
Richard E. Thomson, William J. Emery
2024· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Low temperature stress in annual and perennial crops
Damián Cirelli, María A. Equiza, Rosalía Cristina Paz, Francisco A. Gonzalez Antivilo, Jorge Tognetti
2025· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Immune dysfunction
Odette Laneuville
2025· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Adjunctive medications for food-induced anaphylaxis
Alyssa G. Burrows, Abigail Davis, Lubnaa Hossenbaccus, Anne K. Ellis
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Rabies control in wild carnivores
Amy T. Gilbert, Tore Buchanan, Richard B. Chipman
2025· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Biogeography of Interactions
David H. Hembry, María C. Tocora
2025· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Spatial analyses with R
Silvio José Gumière, Hossein Bonakdari
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Pınar Avşar, Laura Carter, Tara C. Cosgrove, Katherine L. Ford, Jennifer Gauntt, Leah Gramlich +11 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Functional brain imaging in early-onset psychosis
Mathilde Antoniades, Shalaila S. Haas, Shirine Moukaled, Faye New, Samantha D. Pescatore, Sophia Frangou
2023· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations

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