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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
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

118 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
118 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 118 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 118 of 118 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Gold in Solution
2009· article· en· Elements· Computer Science
distilled prediction:candidate · noneconsensus · none
547
citations
affunlabeled
When the Continental Crust Melts
2011· article· en· Elements· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
377
citations
affunlabeled
Serpentinite: What, Why, Where?
2013· article· en· Elements· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
355
citations
afffundunlabeled
The Biogeochemistry of Gold
2009· article· en· Elements· Computer Science
distilled prediction:candidate · noneconsensus · none
110
citations
fundno affunlabeled
Magmatic Sulfide Ore Deposits
2017· article· en· Elements· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
94
citations
aboutno affno abstractunlabeled
Mineralogical Association of Canada
2024· article· en· Elements· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affunlabeled
Earth’s Earliest Crust
2024· article· en· Elements· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
13
citations
affunlabeled
Alkalinity in Theory and Practice
2023· article· en· Elements· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
12
citations

How this was built: Screen · Findings · About