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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.

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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.

44 results · 1 filter active ·
Results by year
20202025
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Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
44 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 44 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 44 of 44 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
New Brunswick Surface Water Monitoring Network
2025· dataset· en· DataStream· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
LakeWatch Water Quality Data
2022· dataset· en· DataStream
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
1
citations
aboutno affunlabeled
eDNA Water Quality
2024· dataset· en· DataStream· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Belchers Marsh Water Quality Monitoring
2022· dataset· en· DataStream
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
HRA/PREP Water Quality Monitoring Data
2024· dataset· en· DataStream
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
aboutno affunlabeled
RivTemp--Indian Bay Ecosystem Corporation
2021· dataset· en· DataStream· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
RivTemp--Miawpukek First Nation
2021· dataset· en· DataStream
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
RSMA – données COURDO annuelles
2025· dataset· fr· DataStream· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
RSMA-données RUISSO annuelles
2025· dataset· fr· DataStream· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
RAEON Community Science
2025· dataset· en· DataStream
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
RSMA – données QUALO annuelles
2025· dataset· fr· DataStream
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
RivTemp--National_Defence
2021· dataset· en· DataStream
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
LakeKeepers Water Quality Data
2025· dataset· en· DataStream
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
aboutno affunlabeled
FortWhyte Alive Watershed Project
2025· dataset· en· DataStream
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
RivTemp--MPO_Moncton
2021· dataset· en· DataStream· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
RivTemp--OBVHCN_INRS
2021· dataset· en· DataStream
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Mackenzie Hg in streamwater survey 2018-2020
2023· dataset· en· DataStream· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About