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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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Scientific Computing and Data Management
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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.

affaffiliation
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venuejournal
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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.

2,034 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.
2,034 works in the cohort · of 4,299,418page 12 of 41

Labels cover 13 of 2,034 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 2,034 of 2,034 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Knowledge Organization Systems and Provenance: Experiences and Challenges
Yi‐Yun Cheng, Inkyung Choi, Rhiannon Bettivia, Wan‐Chen Lee, Brian M. Watson
2024· article· en· Proceedings of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
2
citations
affunlabeled
Guidelines for hardware-focused articles
Jason E. Hein, Joshua Schrier
2024· article· en· Digital Discovery· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
2
citations
affunlabeled
Time for our field to grow up
Anastassia Ailamaki, Laura M. Haas, H. V. Jagadish, David Maier, M. TAMER ÖZSU, Marianne Winslett
2010· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Overture: an open-source genomics data platform
Mitchell Shiell, Rosita Bajari, Dusan Andric, Jon Eubank, Brandon Chan, Justin Richardsson +29 more
2025· article· en· GigaScience· Decision Sciences
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · open_science
2
citations
aboutno affunlabeled
Faster Big-Data Analysis
George Rajna
2018· preprint· en· viXra· Decision Sciences
distilled prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
2
citations
affaboutunlabeled
How to start a research lab
Alona Fyshe
2018· article· en· Science· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · metaresearch
2
citations
aboutno affunlabeled
Restaurant business
2020· other· en· Electronic archive of KNUTD (Kyiv National University of Technologies and Design)· Decision Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affno abstractunlabeled
Open Source Software Foundations
Zhensheng Xie
2008· article· en· ˜The œopen source business resource· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
2
citations
affunlabeled
Imagining tomorrow's university: open science and its impact
Adina Howe, Michael P. A. Howe, Amy L. Kaleita, D. Raj Raman
2017· preprint· en· F1000Research· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_scienceconsensus · metaresearch+open_science
2
citations
affunlabeled
Exploring Physics and Ontology with AI
Edwin Eugene Klingman
2023· article· en· Open Journal of Philosophy· Decision Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Federated Identity Management For Research Collaborations
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
CAMO: Explaining Consensus Across MOdels
Andy C. Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
2024· article· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
JavaScript Objects
Sammie Bae
2019· book-chapter· en· Apress eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
ARC-Lake v2.0 - Per-Lake
Stuart N MacCallum, Christopher J. Merchant
2013· dataset· en· University of Edinburgh· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Introduction to Node.js
Andrew Low, Joran Siu, Ivy Ho, Gary Liu
2014· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
afffundunlabeled
Managing ecommerce service failures
Mark S. Fox
2012· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About