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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 127 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
Inflammatory Roads to Parkinson’s Disease
Hymie Anisman, Shawn Hayley, Alexander Kusnecov
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Bapan Adak, Ravindra V. Adivarekar, Taosif Ahmed, Wasim Akram, Rezaul Karim Khan Alave, S. Wazed Ali +47 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Future directions and outstanding issues
Lindsay Maffei‐Almodovar
2025· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Copolymerization
Phillip Choi, Alfred Rudin
2025· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Tomabu Adjobimey, Isha Akolia, Alaa Muayad Altaie, U. Anushri, Suman Madhav Atluri, Norma Cipatli Ayuzo del Valle +95 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Section Editors
Randolph M. Baral, Joseph W. Bartges, Jeffrey N. Bryan, Brenda Griffin, Melissa Kennedy, Susan E. Little +3 more
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Polymerization Principles
Phillip Choi, Alfred Rudin
2025· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction to multicriteria decision-making
Hossein Bonakdari, Amir Noori, Khosro Morovati
2025· book-chapter· en· Elsevier eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
2025· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
2025· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Contributors
2025· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Fayrouz Abu-Khalil, Gayathri Balakrishnan, Aastha Bhardwaj, Pintu Choudhary, Arpita Das, Adya Aiswarya Dash +24 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Introduction
Narayanaswamy Balakrishnan, Elena Castilla
2025· book-chapter· en· Elsevier eBooks· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Jean Paul Attard, Mauda Ahmed Bakari, C.M.Y.S.S. Bandara, Gül Erkol Bayram, Mukul Bhatnagar, Gabriella Borda +33 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Jerome A. Dempsey, Gabrielle A. Dillon, Christopher G. Ellis, Lasse Gliemann, Ylva Hellsten, Susan R. Hopkins +9 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Anwar Ali, Basharat Ali, Ahmed A. Al-Karmalawy, Quratul ain Babar, Kaitlyn Bessette, Ginevra Bugani +131 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Ahmadreza Abedinia, Divya D. Achari, Nurin Afzia, Mustafa I. Ahmed, Sawsan Ali-Haliti, Nguyen Duc Ba +61 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Lilit Aladadyan, Susan Bain, Paul Beninger, Roger Clemens, Mary Ellen Cosenza, Daniela Drago +19 more
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of Contributors
Michael Abbott, Wado Akamatsu, Hasan O. Akman, Afnan AlHakeem, Sheliza Ali, Rowim AlMutiri +132 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Hagai Abeliovich, Francesco Agostini, Lydia Amari, Hani Ashamalla, Sujit K. Bhutia, Shuqin Cao +53 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Bibhudendu Behera, Hung‐Ming Chang, Anuradha Venkatakrishnan Chimata, Vibha Dwivedi, Josephine Esposto, Sakshi Garg +21 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Noor Alsalemi, Lina Altayeb, Parisa Aslani, Zubin Austin, Ahmed Awaisu, Zaheer-Ud-Din Babar +37 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Adaptive Dynamics
Ben Ashby, Alex Best
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Mostafa Abdolmaleki, M. Anvari, Jamal Amani Rad, Ali Araghian, Ebrahim Ardeshir-Larijani, Mohammad Saeed Arvenaghi +28 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Bacteria, Viruses, and the Microbiome
Hymie Anisman, Shawn Hayley, Alexander W. Kusnecov
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Melissa Bain, Kelly C. Ballantyne, Stephanie Borns-Weil, Gonçalo da Graça Pereira, Leticia Mattos de Souza Dantas, Diane Frank +16 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Puspa L. Adhikari, Christoph Aeppli, Carl E. Brown, Pamela Brunswick, Robert B. Cody, M. Díaz +17 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Steven H. Abman, Kurt H. Albertine, Timothy E. Albertson, Gamar Alizani, Ariana L. Andino, Yasaman Bayat +61 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Preface
Hassan Qudrat-Ullah
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Foreword
Yves Gagnon
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Sungchul C. Bai, Codabaccus M. Basseer, Claude E. Boyd, Timothy J. Bruce, CG Carter, Fabio Casu +48 more
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Hossam Abdelrahman, Nurul Hawa Ahmad, Antonella Andreone, Jacques Araszkiewiez, Lisa Ashton, Daniela Bermúdez‐Aguirre +46 more
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Outranking methods
Hossein Bonakdari, Amir Noori, Khosro Morovati
2025· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Mohd Afzal, Harpal S. Buttar, Anjali Chadda, RENU CHANE, Rimpy Charak, Anu Dhiman +32 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Amy O. Burk, Michael D. Casler, Tania Cubitt, Amanda Grev, Jimmy C. Henning, Tom Keene +14 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Barbara Abrams, Julia D. Albright, Phil Arkow, Abigail Arthur, Alan M. Beck, Jessica Bibbo +85 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Jac J. W. Andrews, Leena K. Augimeri, Abdullah S. Bernier, Bianca C. Bondi, Jennifer S. Coelho, Ester Cole +18 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Pairwise comparison techniques
Hossein Bonakdari, Amir Noori, Khosro Morovati
2025· book-chapter· en· Elsevier eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Exercise #6: Exploring emotional experience
Jordan Bawks, Shelley McMain, Anne Sonley, Tony Rousmaniere, Alexandre Vaz
2023· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Masoud Akbari, Asmat Ali, Muthupandian Ashokkumar, Bruno Blais, Daria C. Boffito, Jiale Chai +36 more
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Cognitive developmental disorders
Jos J. Eggermont
2025· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations

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