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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.

594 results · 1 filter active ·
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20172025
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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.
594 works in the cohort · of 4,299,418page 3 of 12

Labels cover 1 of 594 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 594 of 594 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
An Evaluation of Gender Bias in 167K Movie Posters
Yusen Song, Andreea Pocol, Lesley Istead
2024· book-chapter· en· Lecture notes in networks and systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
fundno affno abstractunlabeled
Information Systems and Technologies
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla
2024· book· en· Lecture notes in networks and systems· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
affno abstractunlabeled
Evaluation of Bio-movements Using Nonlinear Dynamics
Sergio Mejía-Romero, J. E. Lugo, Delphine Bernardin, Jocelyn Faubert
2020· book-chapter· en· Lecture notes in networks and systems· Neuroscience
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Virtual Twin for the Smart Factory as a Tool to Enable Robotics Skills Acquisition
Carlos Vázquez Hurtado, Edison Altamirano-Avila, Consuelo Rodriguez-Padilla, Rafiq Ahmad, José I. Gómez Quiñones, José Manuel Rodríguez-Delgado +1 more
2024· book-chapter· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Video Indexing for Live Nature Camera on Digital Earth
Hiroki Mimura, M. Tahara, Kosuke Takano, Nobuya Watanabe, Kin Fun Li
2023· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
aboutno affno abstractunlabeled
Gold and Inflation in Canada: A Time-Varying Perspective
Mohd Fahmi Ghazali, N. F. Mohd Ussdek, Hanudin Amin, Mohd Zulkifli Muhammad
2021· book-chapter· en· Lecture notes in networks and systems· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
A Review on Facial Anti-spoofing Techniques
Veerpal Kaur, Prashant Kumar, Ashima Kukkar, Gagandeep Kaur, Amandeep Kaur
2024· review· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Forest in the Clouds: Navigating Big Data with GRP and RFC
Dhritiman Mukherjee, Aman Anand, R. L. Banik, Ritwik Satpati, S. K. Bhattacharyya, P. Paul
2024· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Signals as Cobordisms in Riemannian Manifolds
Tatyana Barron
2025· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Innovative Engineering Anchor Systems for Retrofits
Abdulla Zahmak, Omar Nofal, Basil Ibrahim, Hamdy M. Mohamed, Hend Elzefzafy
2025· book-chapter· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
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