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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
fundfunder
venuejournal
aboutaboutness

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 5 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
What's the big deal about big data?
2015· article· en· Big Data and Information Analytics· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
13
citations
affunlabeled
Web-based Research Support Systems
2004· article· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
13
citations
affunlabeled
Reproducibility in Subsurface Geoscience
2022· article· en· Earth Science Systems and Society· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
13
citations
afffundunlabeled
Moving Text Analysis Tools to the Cloud
2010· article· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
12
citations
affunlabeled
Chapter 2.2 Status and Trends –Nature
2019· report· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
12
citations
venueno affunlabeled
Introducing Massively Open Online Papers (MOOPs)
2020· article· en· KULA knowledge creation dissemination and preservation studies· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
11
citations
affunlabeled
A large-scale study on research code quality and execution
2022· preprint· en· Scientific Data· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
11
citations
afffundunlabeled
Reproducibility as a service
2023· article· en· Software Practice and Experience· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
11
citations
fundno affunlabeled
What Do We (Not) Know About Research Software Engineering?
2022· article· en· Journal of Open Research Software· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+open_science
11
citations
aboutno affunlabeled
Toward Open-source Epidemiology
2017· editorial· en· Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
11
citations
affno abstractunlabeled
The Rise of Industrial AI in America
2025· preprint· en· SSRN Electronic Journal· Decision Sciences
distilled prediction:candidate · metaresearch+research_integrityconsensus · none
11
citations
affno abstractunlabeled
Managing Distributed MARF's Nodes with SNMP.
2008· article· en· Parallel and Distributed Processing Techniques and Applications· Decision Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
afffundno abstractunlabeled
The space-for-time gambit fails a robust test
2024· article· en· Proceedings of the National Academy of Sciences· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
10
citations

How this was built: Screen · Findings · About