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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.

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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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Coal and Its By-products
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

314 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.
314 works in the cohort · of 4,299,418page 1 of 7

Labels cover 5 of 314 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 314 of 314 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A review of biomass ash related problems: Mechanism, solution, and outlook
Kunmi Joshua Abioye, Noorfidza Yub Harun, Suriati Sufian, Mohammad Yusuf, Ahmad Hussaini Jagaba, Bernard Chukwuemeka Ekeoma +4 more
2023· review· en· Journal of the Energy Institute· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
108
citations
affunlabeled
Thermal Stability of Zinc Compounds
Frida Jones, Honghi Tran, Daniel Lindberg, Liming Zhao, Mikko Hupa
2013· article· en· Energy & Fuels· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations
afffundgemma · no categorygpt · no categorymodels split
Pulp and Paper Mill Fly Ash: A Review
Chinchu Cherian, Sumi Siddiqua
2019· review· en· Sustainability· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
74
citations
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How this was built: Screen · Findings · About