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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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Wastewater Treatment and Nitrogen Removal
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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.

1,614 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.
1,614 works in the cohort · of 4,299,418page 2 of 33

Labels cover 4 of 1,614 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 1,614 of 1,614 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Low temperature MBBR nitrification: Microbiome analysis
Bradley Young, Robert Delatolla, Kevin Kennedy, Édith Laflamme, Alain Stintzi
2017· article· en· Water Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
161
citations
afffundunlabeled
A review of anaerobic treatment of saline wastewater
Yeyuan Xiao, Deborah J. Roberts
2010· review· en· Environmental Technology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
149
citations
affno abstractunlabeled
Bioaugmentation for nitrification at cold temperatures
Melanie A. Head, Jan A. Oleszkiewicz
2003· article· en· Water Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
130
citations
affno abstractunlabeled
An ASM/ADM model interface for dynamic plant-wide simulation
Ingmar Nopens, Damien J. Batstone, John B. Copp, Ulf Jeppsson, Eveline I.P. Volcke, Jens Alex +1 more
2009· article· en· Water Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
121
citations

How this was built: Screen · Findings · About