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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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Astronomical Observations and Instrumentation
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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.

311 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
311 works in the cohort · of 4,299,418page 1 of 7

Labels cover 0 of 311 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 311 of 311 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Herschel ATLAS
2010· article· en· Publications of the Astronomical Society of the Pacific· Engineering
distilled prediction:candidate · noneconsensus · none
601
citations
affaboutunlabeled
The Pristine survey
2024· article· en· Astronomy and Astrophysics· Engineering
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Massive star cluster formation
2024· article· en· Astronomy and Astrophysics· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
fundno affunlabeled
The SRG/eROSITA All-Sky Survey
2025· article· en· Astronomy and Astrophysics· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
fundno affunlabeled
LIGO: Status and Recent Results
2007· article· en· AIP conference proceedings· Engineering
distilled prediction:candidate · noneconsensus · none
7
citations

How this was built: Screen · Findings · About