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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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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 2 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 affunlabeled
H2O Innovation Inc, Canada
2016· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2019· article· en· Filtration Industry Analyst· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Name change for Nysa Membrane
2008· article· en· Filtration Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2020· article· en· Filtration Industry Analyst· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Alfa Laval, Sweden
2004· article· en· Filtration Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Alfa Laval AB, Sweden
2011· article· en· Filtration Industry Analyst· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ahlstrom’s performance improving
2003· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
BluMetric purchases Ottawa property
2014· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Groupe Laperrière & Verreault, Canada
2003· article· fr· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
H2O Innovation, Canada
2019· article· en· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Alfa Laval buys into biodiesel
2008· article· en· Filtration Industry Analyst· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Alfa Laval AB, Sweden
2012· article· en· Filtration Industry Analyst· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
H2O Innovation Inc, Canada
2013· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
GLV Inc, Canada
2012· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
H2O Innovation, Canada
2015· article· en· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Porvair ends fiscal 2012 strongly
2012· article· en· Filtration Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Mann+Hummel expands in Canada
2014· article· en· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
H2O Innovation Inc, Canada
2009· article· en· Filtration Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CANADIAN WATER TREATMENT COMPANY COMPLETES IPO
2002· article· en· Filtration Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Alfa Laval AB, Sweden
2013· article· en· Filtration Industry Analyst· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
GLV Inc, Canada
2012· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2021· article· en· Filtration Industry Analyst· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
H2O Innovation, Canada
2021· article· en· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
newterra buys Crane's water division
2014· article· en· Filtration Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
GLV Inc, Canada
2014· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
ALFA LAVAL LOOKS AT CRANKCASE PROBLEM
2002· article· en· Filtration Industry Analyst· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
H2O Innovation Inc, Canada
2021· article· en· Filtration Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
ASBESTOS SCARE HITS ALFA LAVAL SHARES
2002· article· en· Filtration Industry Analyst· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Seprotech divests Envirosearch Operations
2010· article· en· Filtration Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
SMS Equipment partners with Pall
2016· article· en· Filtration Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
H2O Innovation Inc, Canada
2009· article· en· Filtration Industry Analyst· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Alfa Laval joins 1.5°C Business Playbook
2020· article· en· Filtration Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Alfa Laval issues corporate bonds
2019· article· en· Filtration Industry Analyst· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About