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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.

This cohort has 4,299,418 works, more than the 100,000-row export cap: the file will contain the first 100,000 ordered by OpenAlex id, and says so in its last line. Narrow the cohort, page the API, or rebuild the frame from the repository for the rest. 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.

4,299,418 results · 0 filters 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.
4,299,418 works in the cohort · of 4,299,418page 2,736 of 85,989

Labels cover 11,048 of 4,299,418 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 4,299,418 of 4,299,418 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
Deep reinforcement learning with relational inductive biases
Vinícius Zambaldi, David Raposo, Adam Santoro, Victor Bapst, Yujia Li, I. Babuschkin +10 more
2018· article· en· International Conference on Learning Representations· Neuroscience
machine prediction:candidate · noneconsensus · none
136
citations
affno abstractunlabeled
Underground Works In Hard Rock Tunnelling And Mining
Peter Kaiser, Diederichs, C. Derek Martin, Jacqueline Emily U'Ren Sharp, Wendy Steiner
2000· article· en· ISRM International Symposium· Engineering
machine prediction:candidate · noneconsensus · none
136
citations
affunlabeled
The Aging of a Young Nation: Population Aging in Singapore
Rahul Malhotra, Mary Ann Bautista, André Müller, Su Aw, Gerald Choon‐Huat Koh, Yin‐Leng Theng +6 more
2018· article· en· The Gerontologist· Social Sciences
machine prediction:candidate · noneconsensus · none
136
citations
affno abstractunlabeled
The Art of Granular Computing
Yiyu Yao
2007· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
136
citations
affunlabeled
Nonlinear Dynamics and Evolution Equations
Hermann Brunner, Xiaoqiang Zhao, Xingfu Zou
2006· book· en· American Mathematical Society eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
136
citations
aboutno affunlabeled
Rethinking heritage language education
Peter Pericles Trifonas, Themistoklis Aravossitas
2014· book· en· Cambridge University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
136
citations
affno abstractunlabeled
Advances in Applied Bioremediation
Ajay Singh, Ramesh Chander Kuhad, Owen P. Ward
2009· book· en· Soil biology· Environmental Science
machine prediction:candidate · noneconsensus · none
136
citations
affunlabeled
Beyond Threaded Discourse
James Hewitt
2001· article· en· TSpace (University of Toronto)· Psychology
machine prediction:candidate · noneconsensus · none
136
citations
afffundunlabeled
Two Years into the COVID-19 Pandemic: Lessons Learned
Severino Jefferson Ribeiro da Silva, Jéssica Catarine Frutuoso do Nascimento, Renata Pessôa Germano Mendes, Klarissa Miranda Guarines, Caroline Targino Alves da Silva, Poliana Gomes da Silva +6 more
2022· review· en· ACS Infectious Diseases· Medicine
machine prediction:candidate · noneconsensus · none
136
citations
affunlabeled
THE FUTURE SHAPE OF CHEMISTRY EDUCATION
Peter G. Mahaffy
2004· article· en· Chemistry Education Research and Practice· Social Sciences
machine prediction:candidate · noneconsensus · none
136
citations
afffundno abstractunlabeled
Complex coacervation in pea protein isolate–chitosan mixtures
Catherine M. Elmer, Aslı Can Karaça, Nicholas H. Low, Michael T. Nickerson
2011· article· en· Food Research International· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
136
citations
affunlabeled
Delayed Stochastic Decoding of LDPC Codes
Ali Naderi, Shie Mannor, Mohamad Sawan, Warren J. Gross
2011· article· en· IEEE Transactions on Signal Processing· Computer Science
machine prediction:candidate · noneconsensus · none
136
citations

How this was built: Screen · Findings · About