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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.

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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 1 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.

fundno affgemma · bibliometrics+scholarly_communicationgpt · bibliometricsmodels split
<scp>SciMAT</scp>: A new science mapping analysis software tool
2012· article· en· Journal of the American Society for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+stsconsensus · none
1,187
citations
afffundunlabeled
Best Practices for Scientific Computing
2014· article· en· PLoS Biology· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
721
citations
afffundno abstractunlabeled
On scientific understanding with artificial intelligence
2022· review· en· Nature Reviews Physics· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · insufficient_payload
348
citations
fundno affunlabeled
Software citation principles
2016· article· en· PeerJ Computer Science· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
269
citations
affunlabeled
iHOP web services
2007· article· en· Nucleic Acids Research· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
146
citations
affno abstractunlabeled
Computational Science — ICCS 2002
2002· book· en· Lecture notes in computer science· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
130
citations
affno abstractunlabeled
Open code for open science?
2014· article· en· Nature Geoscience· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_scienceconsensus · metaresearch+open_science
105
citations
affunlabeled
Big Data Systems
2020· review· en· ACM Computing Surveys· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science
82
citations
affunlabeled
A survey on data provenance in IoT
2019· article· en· World Wide Web· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
63
citations

How this was built: Screen · Findings · About