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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 135 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
List of contributors
Bindu K. Abraham, Md. Jahangir Alam, Mary R. Antony, Zhongfei Bai, Allison Baird, Pablo Barros +54 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Food systems and nutrition
Leslie Redmond, Marie L. Spiker, Tara L. Maudrie
2024· book-chapter· en· Elsevier eBooks· Nursing
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Polyurethane fibers: composites and applications
Khadija El kalaaoui, O. Bili, A. Boukhriss, Saïd Gmouh
2024· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Approximate reasoning
Witold Pedrycz, Tofigh Allahviranloo
2024· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Lander de Jesus Alves, R.S. Amin, Shams Ali Baig, V. Balaram, Gowtham Balasundaram, Peter Beckett +36 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Nuclear Power and Technologies: Renewable or Not?
Igor Pioro, Peter I. Kravets, Natalia Fialko, Mehmet Kavalci
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Battey's surgery embraced
John Jarrell
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · stsconsensus · none
0
citations
affno abstractunlabeled
List of contributors
G. Abdulkareem-Alsultan, Saleh Al Arni, N. Asikin-Mijan, Hajar Atashkar, Mohd Rafie Johan, Erika Bonatti +37 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
Oscar Álvarez, Pablo Arbeláez, Mutamed Ayyash, Giovanni Barone, Fernando Benavente, Gudrun A. Brockmann +58 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
Khalid A. Alattas, Vahid Amani, Zahra Fakharshakeri, Maryam Ghiyasiyan-Arani, Nasreen Kausar, Shijie Li +14 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Metabolome Analysis
Héber Dias de Oliveira, Saravanan Dayalan, Zhiqiang Pang, Jianguo Xia, Rachel Spicer, Reza M. Salek +1 more
2024· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Classification
Mohammad Ali Ahmadi
2024· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Brain wave theory
J.F. Pagel
2024· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Life, death, and the music of the EEG
J.F. Pagel
2024· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Ingrid Aguiló‐Aguayo, Yongfeng Ai, Thameed Aijaz, Havva Aktaş, Abdelrahman Ali, Giulia Andreani +65 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Contributors 4th edition
Allan Caggiano, A.O. Naghavi, Austin J. Sim, Barry S. Rosenstein, Berna Akkuş Yıldırım, Berrin Pehlivan +55 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Mohamed A. Abdoon, Jilu Jessy Abraham, D. K. Almutairi, Geeta Arora, Monika Arora, Mukesh Kumar Awasthi +50 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Prolonged Impairments of Consciousness
Marie M. Vitello, Amandine Regnier, Olivia Gosseries, Steven Laureys, Aurore Thibaut
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Polymers at Surfaces
Phillip Choi, Alfred Rudin
2025· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Dermatology
Susan E. Little
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Posttraumatic Stress Disorder
Hymie Anisman, Shawn Hayley, Alexander W. Kusnecov
2024· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Contributors
Amal S. H. Atress, Claudia Baldassi, Alberto Baldelli, Olfa Ben Moussa, Luana Bontempo, Mouna Boulàres +34 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Management in low-income countries
Ali Dodge‐Khatami, William M. Novick
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Case studies in resilient futures
Hassan Qudrat‐Ullah
2024· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Compromising methods
Hossein Bonakdari, Amir Noori, Khosro Morovati
2025· book-chapter· en· Elsevier eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Double network hydrogels
Bhavya Bhatt, Brenton Pinto, Ravin Narain
2025· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of contributors
Abdulrahman Alshuhail, Paul Barraclough, Tom Bratton, Julia Correa, Carol A. Dahl, Thomas M. Daley +50 more
2024· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Contributors
Shahrukh Nawaj Alam, Ravi Kumar Asthana, Pawan Baghmare, Prantik Banerjee, Aminu Bature, Dipjyoti Chakraborty +77 more
2025· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
List of contributors
Ben D. Beake, Diana Berman, S.J. Bull, Christine Chalk, Jian Chen, T. Chudoba +30 more
2025· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Other applications of fluid inclusions
Guoxiang Chi, Matthew Steele‐MacInnis
2024· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Part 3: Applications of fluid inclusions
Guoxiang Chi, Matthew Steele‐MacInnis
2024· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Concurrent Disease Management
Susan E. Little
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contributors
Chiara Abagnale, S. Ahmed, Jessica Ailani, Simon Akerman, Claudia Altamura, Stephen B. Shrewsbury +74 more
2024· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Application in magmatic systems
Guoxiang Chi, Matthew Steele‐MacInnis
2024· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Applications: Basic teaching strategies
Lindsay Maffei‐Almodovar
2025· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Needs assessment
Lindsay Maffei‐Almodovar
2025· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

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