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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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Pump 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
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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.

143 results · 1 filter active ·
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20002022
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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.
143 works in the cohort · of 4,299,418page 3 of 3

Labels cover 0 of 143 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 143 of 143 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Alfa Laval partners with Orège
2020· article· en· Pump Industry Analyst· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Alfa Laval commits to zero-emission vessels
2020· article· en· Pump Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Alfa Laval adds to aquaculture portfolio
2021· article· en· Pump Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Mergers & Acquisitions Review 2020
2021· article· en· Pump Industry Analyst· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Wajax expands in industrial process pumps
2022· article· en· Pump Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Alfa Laval invests in AMI Global
2021· article· en· Pump Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Alfa Laval issues corporate bonds
2019· article· en· Pump Industry Analyst· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
XPV Water Partners invests in Holland Pump
2019· article· en· Pump Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
BP invests in Saltworks Technologies
2014· article· en· Pump Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Solid Q1 performance for Ampco-Pittsburgh
2004· article· zh· Pump Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Jacobs designs Canadian acid plant
2012· article· en· Pump Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
ITT reaffirms earnings guidance
2003· article· hu· Pump Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Alfa Laval seals Frank Mohn acquisition
2014· article· en· Pump Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2017· article· en· Pump Industry Analyst· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
CECO Environmental Corp, USA
2014· article· en· Pump Industry Analyst· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Willbros secures oil sands projects
2009· article· en· Pump Industry Analyst· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Market report: FGD systems
2002· article· en· Pump Industry Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Thomas warns of earnings shortfall
2003· article· en· Pump Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Gorman-Rupp Co, USA
2003· article· en· Pump Industry Analyst· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Alfa Laval unveils restructuring programme
2016· article· en· Pump Industry Analyst· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About