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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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Membrane Technology
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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.

131 results · 1 filter active ·
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20002024
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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.
131 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 131 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 131 of 131 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Mykrolis revises Q4 sales outlook upwards
2004· article· en· Membrane Technology· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
H2O Innovation develops new membrane cleaners
2010· article· en· Membrane Technology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Waterlink reports third-quarter results
2000· article· en· Membrane Technology· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
GLV completes acquisition of CWT
2010· article· en· Membrane Technology· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Cuno reports record Q3 results
2003· article· en· Membrane Technology· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Pall's first-quarter sales rise 11%
2005· article· en· Membrane Technology· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Pall reports strong first-quarter sales
2007· article· en· Membrane Technology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
0
citations
aboutno affunlabeled
Hyflux's profit before tax rises by 23%
2009· article· en· Membrane Technology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Improved performance for GLV Group
2013· article· en· Membrane Technology· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
More plants use Zenon's technology
2004· article· en· Membrane Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
USFilter wins Canadian contract
2002· article· en· Membrane Technology· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
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How this was built: Screen · Findings · About