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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
Evidence
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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 136 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
Fluid inclusion petrography
Guoxiang Chi, Matthew Steele‐MacInnis
2024· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Keren Aizenberg, Camille Banc, Yulia Beilin, Fulvio Boano, R. Bresciani, Jacques Brisson +95 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Geofluids
Guoxiang Chi, Matthew Steele‐MacInnis
2024· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Arya Akhavan, Brandon Alba, Matteo Angelini, James Bellringer, Marko Benčić, Marta Bižić +42 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Microthermometry
Guoxiang Chi, Matthew Steele‐MacInnis
2024· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Thomas E. Adams, A. S. Akanda, Niranga Alahacoon, Douglas Alsdorf, Giriraj Amarnath, Brett Anderson +97 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Hazem Alahwal, Wael Ali Sakr Esa, Mohamad Ayoub, Tarun Bhalla, David Brown, Juan P. Cata +39 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Huda seedi Abdulghani, Sujatha Alla, Noor T. Al Sharify, Natasha Attard, Amit Kumar Bhardwaj, Suparna Biswas +46 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Raymond Anthony, Ngaio J. Beausoleil, Stacie G. Boswell, Orla Doherty, Andrea D. Ellis, Kate Fenner +14 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Dilachew A. Adebo, Robert Anderson, Johanna Calderon, Antonio F. Corno, Adrian Crucean, Mirjana Cvetkovic +23 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Preface
Parthasarathi Mukhopadhyay, Boualem Khouider, Shoichi Shige
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Contributors
Karim Allaf, Vahid Baeghbali, V.M. Balasubramaniam, Mohammed A. Bareen, Khader Bhasha, Mamathi C.A. +39 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Augusto S. Auler, Anca Avram, Miguel Bartolomé, Francesca Bearzot, Juan Luis Bernal-Wormull, Achim A. Beylich +52 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Introduction
Xiaoxiao Li, Ziyue Xu, Huazhu Fu
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Lichenometry
Daniel McCarthy
2013· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Melissa L. Bates, Fatemeh Dehghani, Anahita Fakherpour, Farzan Gholamreza, Kevin Golovin, D. Green +14 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Professional skills
Lindsay Maffei‐Almodovar
2025· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Marco Anzidei, Alberto Armigliato, Enrico Baglione, Marco Baiguera, David Burbidge, Matías Carvajal +47 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Wearable Sweat Sensors: A Review
Imran Chowdhury, Md Younus Ali, Matiar M. R. Howlader
2024· review· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
System dynamics in a changing world
Hassan Qudrat‐Ullah
2024· book-chapter· en· Elsevier eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Xiaoxiao Li, Ziyue Xu, Huazhu Fu
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Dispersion and Emulsion Polymerizations
Phillip Choi, Alfred Rudin
2025· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Huzaifa Arif, Pin‐Yu Chen, Qi Dou, Marawan Elbatel, Huazhu Fu, Alex Gittens +28 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
Sohail Ahmad, Mehmet Hakkı Alma, Aparna Anand, Mehmet Nuri Atalar, Pramod Avti, Muhammad Badar +29 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Summary and future directions
N. Balakrishnan, Elena Castilla
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Foreword
Yves Gagnon PEng
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Schizophrenia and the cerebellum
Jos J. Eggermont
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutno abstractunlabeled
Flood forecasting in Canada
Louise Arnal, Alain Pietroniro, John W. Pomeroy, Vincent Fortin, David R. Casson, Tricia Stadnyk +4 more
2024· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Exercise #2: Affirmation and building hope
Jordan Bawks, Shelley McMain, Anne Sonley, Tony Rousmaniere, Alexandre Vaz
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Baseball/softball
Jason L. Zaremski, Kaila A. Holtz
2023· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Endocrinologic and Growth Cases: Overgrowth
Rosanna Weksberg, Cheryl Cytrynbaum
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Exercise #4: Promoting change talk
Jordan Bawks, Shelley McMain, Anne Sonley, Tony Rousmaniere, Alexandre Vaz
2023· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Food Fortification
M.G. Venkatesh Mannar, Annie S. Wesley
2023· book-chapter· en· Elsevier eBooks· Nursing
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Fateh Chebana
2023· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Fluid mechanics
Marek Stastna, Derek Steinmoeller
2023· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About