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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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Water resources management and optimization
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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.

1,767 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.
1,767 works in the cohort · of 4,299,418page 14 of 36

Labels cover 0 of 1,767 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 1,767 of 1,767 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Simulation Model for Optimal Operation of Dokan Dam Reservoir Northern of Iraq
Sadeq Oleiwi Sulaiman, Hasan Hussein Abdullah, Nadhir Al‐Ansari, Jan Laue, Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
2021· article· en· International Journal of Design & Nature and Ecodynamics· Engineering
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Water Reservoir Applications of Markov Decision Processes
Bernard F. Lamond, Abdeslem Boukhtouta
2002· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Engineering
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · sts
15
citations
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How this was built: Screen · Findings · About