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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 162 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
Kinematics and dynamics of surgical robots
Kuldeep Singh Kaswan, Jagjit Singh Dhatterwal, Suman Chahar
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Phylum Cnidaria
Vicki J. Martin, Ron Koss
2025· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
R for machine learning in Earth sciences
Silvio José Gumière, Hossein Bonakdari
2025· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affaboutno abstractunlabeled
The Calgary Semantic Decision Project
Penny M. Pexman, Emiko J. Muraki
2025· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Human disease
Alan C. Jackson
2025· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Digital transformation in cardio-oncology
Gift Echefu, Jessica Olson, UNWAM JUMBO, Cameron Otto, Sherry‐Ann Brown
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Nazarov Reaction
Emily Schmidt, Seifeddine Khalifa, F. G. West
2025· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Diagnostic and screening tools
Gustavo Vázquez
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Risk factors for breast cancer: Knowledge and prevention
Riya Sharma, Shanoo Sharma, Anu Dhiman, Vivek Kumar Garg, Charles Odilichukwu R. Okpala, Harpal S. Buttar +3 more
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Nickel and Cobalt
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Wise Leadership Style
Giovanna Storti, Abderrahman Hassi
2024· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Biocompatibility
Md Mohosin Rana, Hector De la Hoz Siegler
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Calcitonin gene-related peptide (CGRP)
Binbing Ling, Aisah A. Aubdool, Xenia Kodji, Susan D. Brain, Danica Stanimirovic, Édith Hamel +1 more
2024· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Chemistry of high-pressure processing
Piyush Kumar Jha, Heni Dallagi, Sadhan Jyoti Dutta, Brijesh K. Tiwari
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Assessing Vocabulary
Su Kyung Kim, Stuart Webb
2024· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Neuroprosthetics
Elham Mohseni Vadeghani, Adan Moallemi, Dena Shahriari
2024· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Neuro-fuzzy systems
Masoomeh Zeinalnezhad, Tofigh Allahviranloo, Witold Pedrycz
2024· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Determinants of National Health Expenditure
A Nandakumar, Marwa Farag
2024· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Preoperative evaluation and optimization: A team-based task
Gabriella Bettelli, Riccardo A. Audisio, Alberto Pilotto, Wanda Morganti, Franco Carli, Caroline Rouleau
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Tsunami propagation and runup modeling
Aditya Riadi Gusman, Katsuichiro Goda, Raffaele De Risi, Ioan Nistor
2024· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
States of the Larynx
John H. Esling
2024· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Aging, music and executive functions
Nathalie Gosselin, Amélie Cloutier, Jennifer A. Bugos, Claude Alain
2024· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Susac syndrome
Lihteh Wu, Miguel Cruz-Pimentel, Carol Schwartz, Andrés Wu, Max Wu
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Exercise #1: Empathic validation
Jordan Bawks, Shelley McMain, Anne Sonley, Tony Rousmaniere, Alexandre Vaz
2023· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Oligodendrocytes in multiple sclerosis
Florian Pernin, Tanja Kuhlmann, Timothy E. Kennedy, Jack P. Antel
2024· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Weather, Climate and Public Health
Vidya Anderson, William A. Gough
2024· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Avoidance of parasites
2025· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Evolution of multiple matrix cracking
Chandra Veer Singh
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
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