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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 160 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
Weakly electric fishes
Mary Upshall
2023· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Hydrogen energy conversion systems
Canan Acar, İbrahim Dinçer
2025· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
An introduction to green membrane technology
Mohammad Mahdi A. Shirazi, Ludovic F. Dumée, Mohtada Sadrzadeh
2023· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Exercise #7: Using behaviors to change emotion
Jordan Bawks, Shelley McMain, Anne Sonley, Tony Rousmaniere, Alexandre Fernández Vaz
2023· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Emrah Şefik Abamor, Emıne Alarçın, Asmaa Ali, Sameh S. Ali, Jahid Aliakberli, Adil Allahverdiyev +67 more
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Metallurgical Process Technology
R. I. L. Guthrie, Mihaiela Isac
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Severity of Solvent Exposure in Industry
George Wypych
2024· book-chapter· en· Elsevier eBooks· Chemical Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Phoneme processing
Oren Poliva, Jonathan H. Venezia, Christian Brodbeck, Gregory Hickok
2023· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Phonological Phrase
Emily Elfner
2025· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Hydrogels in cell and tissue engineering
Sarah Rajabi, Sadaf Vahdat, Fatemeh Ganji, Melika Parchehbaf Kashani, Fatemeh Safari, Ravin Narain
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Embryo, Fetus, and Placenta
Brad Bolon, Susan A. Elmore, Wendy Halpern, Colin G. Rousseaux
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Thin films
F. Gaspari
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Physicochemical conversion technologies
Nida Zahra, Temima Ajanović, Farooq Sher, Patrícia Bernardo, Shuyao Wang, Erdenebolor Batmunkh +4 more
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Muhammed Abdulazeez, Abdulhakeem Idris Abdulhakeem, Mustapha Abdulsalam, Muhammad Abdurrazak, T.C. Adebayo-Olajide, Joshua Ibukun Adebomi +108 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Life cycle assessment of energy
Yusuf Biçer, İbrahim Dinçer
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Foreword
Wenjun Zhang
2022· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Fog Observations and Forecasting
Ismail Gültepe, Harindra J. S. Fernando, Clive E. Dorman
2024· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Origin of the Vertebrates
Deborah A. McLennan
2024· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Using functional fats in plant protein formulations
Reed A. Nicholson, Alejandro G. Marangoni
2025· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Microstructure characterization
M. Griffiths
2025· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Shahzad Akbar, Arefeh Amiri, Mayukha Mandya Ammangatambu, Nafiz Arıca, Noor Ayesha, Ahmad Taher Azar +42 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Deterministic modeling with R
Silvio José Gumière, Hossein Bonakdari
2025· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Selecting an antidepressant
Gustavo Vázquez
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Time series analysis in the earth sciences 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
High temperatures
Chloé Lahondère, John S. Terblanche, Nicolas Pichaud
2025· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Fundamentals of in vivo sampling
Katarzyna Woźniczka, Miao Yu, Nikita Looby, Anna Roszkowska
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Health and medication literacy in older adults
Noor Alsalemi, Kelley Kilpatrick, Cheryl A Sadowski
2024· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
General principles of endocrine genetics
Constantin Polychronakos
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Microstructure evolution
2025· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
SLAM Family Receptors
Cristian Camilo Galindo, André Veillette
2024· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction to waste-to-energy advances
Viola Vambol, Sergij Vambol, Nadeem A. Khan, Nastaran Mozaffari, Niloofar Mozaffari
2024· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
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