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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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Filtration Industry Analyst
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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.

161 results · 1 filter active ·
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20002022
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Categories
Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
161 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 161 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 161 of 161 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Seprotech Systems Inc, Canada
2008· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
8
citations
aboutno affno abstractunlabeled
GLV Inc, Canada
2010· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
Interview
2004· article· en· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
GLV Inc, Canada
2010· article· en· Filtration Industry Analyst· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Mergers & Acquisitions Q3 2018
2018· article· en· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
aboutno affno abstractunlabeled
Zenon Environmental Inc, Canada
2005· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Saltworks enters Chinese market
2018· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affno abstractunlabeled
ProSep Inc, Canada
2011· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Seprotech Systems Inc, Canada
2012· article· en· Filtration Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affno abstractunlabeled
H2O Innovation Inc, Canada
2014· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affno abstractunlabeled
ProSep Inc, Canada
2013· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2015· article· en· Filtration Industry Analyst· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
H2O Innovation, Canada
2009· article· en· Filtration Industry Analyst· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Mahle International GmbH, Germany
2012· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Metso completes McCloskey acquisition
2019· article· en· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Mergers & Acquisitions Review 2020
2021· article· en· Filtration Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
ALSTOM SUPPLIES GAS TURBINE TO TURKMENISTAN
2002· article· en· Filtration Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Alfa Laval withdraws tender offer for Neles
2020· article· en· Filtration Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
SPX to sell air filtration unit
2008· article· en· Filtration Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Alfa Laval partners with Orège
2020· article· en· Filtration Industry Analyst· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
1
citations
aboutno affunlabeled
H2O Innovation terminates Indian JV
2013· article· en· Filtration Industry Analyst· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Alfa Laval makes South Korean acquisition
2009· article· en· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Orders
2005· article· en· Filtration Industry Analyst· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Canadian firm raises funds to service new contracts
2004· article· en· Filtration Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
GLV Inc, Canada
2011· article· en· Filtration Industry Analyst· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affno abstractunlabeled
Zenon Environmental Inc, Canada
2002· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2006· article· en· Filtration Industry Analyst· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Mergers & Acquisitions Review 2011
2012· article· en· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affno abstractunlabeled
GLV Inc, Canada
2014· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2005· article· en· Filtration Industry Analyst· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Alfa Laval India to delist
2011· article· en· Filtration Industry Analyst· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
aboutno affunlabeled
Alfa Laval AB, Sweden
2015· article· en· Filtration Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
H2O Innovation Inc, Canada
2014· article· en· Filtration Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
GLV Inc, Canada
2013· article· en· Filtration Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2011· article· en· Filtration Industry Analyst· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Alfa Laval AB, Sweden
2004· article· en· Filtration Industry Analyst· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Alfa Laval AB, Sweden
2009· article· en· Filtration Industry Analyst· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pentair lowers profit forecast
2006· article· en· Filtration Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Mergers & Acquisitions Review 2013
2014· article· en· Filtration Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Ovivo divests UK municipal business
2015· article· en· Filtration Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
FSI forms Canadian water treatment JV
2011· article· en· Filtration Industry Analyst· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Alfa Laval unveils restructuring programme
2016· article· en· Filtration Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
H2O Innovation Inc, Canada
2014· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About