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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.

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 11 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
How README Files are Structured in Open Source Java Projects
Yuyang Liu, Ehsan Noei, Kelly Lyons
2022· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
2
citations
venueno affno abstractunlabeled
Introducing the Oregon State University Open Source Lab
Anthony Casson, Leslie Hawthorn
2011· article· en· ˜The œopen source business resource· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
2
citations
affunlabeled
Connecting Researchers to HPCS through Web Services
G.A. Klotz, Neil Harvey, Deborah Stacey
2006· article· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
fundno affunlabeled
Publishing Eurac Research data on the GEOSS Platform
Roberto Roncella, B. Ventura, Andrea Vianello, Enrico Boldrini, Mattia Santoro, P. Mazzetti +1 more
2023· article· en· Big Earth Data· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science
2
citations
fundno affunlabeled
Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey
Yi Zhang, Zhe Chen, Chih‐Hong Cheng, Wenjie Ruan, Xiaowei Huang, Dezong Zhao +3 more
2024· preprint· en· ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · none
2
citations
affunlabeled
CADET: Computer Assisted Discovery Extraction and Translation
Benjamin Van Durme, Tom Lippincott, Kevin Duh, Deana Burchfield, Adam Poliak, Cash Costello +21 more
2017· article· en· Edinburgh Research Explorer (University of Edinburgh)· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Computational Science and Its Applications - ICCSA 2006
Marina L. Gavrilova, David Taniar
2006· book· en· Lecture notes in computer science· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · none
2
citations
affunlabeled
eChem: A notebook exploration of quantum chemistry
Thomas Fransson, Mickaël G. Delcey, Iulia Emilia Brumboiu, Manuel Hodecker, Xin Li, Žilvinas Rinkevičius +3 more
2022· preprint· en· ChemRxiv· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
fundno affno abstractunlabeled
Computational Science – ICCS 2024
2024· book· en· Lecture notes in computer science· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Learning More About “Software Best Practices”
Steven Fraser, Scott W. Ambler, Gilad Bornstein, Yael Dubinsky, Giancarlo Succi
2007· book-chapter· en· Lecture notes in computer science· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Reuse in Emerging Software Engineering Practices
Sté́phane Ducasse
2020· book· en· Lecture notes in computer science· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_scienceconsensus · none
2
citations
affno abstractunlabeled
IDPP: Imbalanced Datasets Pipelines in Pyrus
Amandeep Singh, Olga Minguett
2023· book-chapter· en· Lecture notes in computer science· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · none
2
citations
afffundunlabeled
Leveraging GPT-4 to transform chemistry from paper to practice
Wenyu Zhang, Mason Guy, Jerrica Yang, Lucy Hao, Junliang Liu, Joel M. Hawkins +3 more
2024· preprint· en· ChemRxiv· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
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

How this was built: Screen · Findings · About