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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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C&EN Global Enterprise
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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.

385 results · 1 filter active ·
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20162025
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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.
385 works in the cohort · of 4,299,418page 5 of 8

Labels cover 0 of 385 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 385 of 385 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
A tough year wraps up in Japan
Alex Tullo
2021· article· en· C&EN Global Enterprise· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
A long collaboration arrives at production
special to C EN Vanessa Zainzinger
2021· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2021· article· en· C&EN Global Enterprise· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Solvay to reduce soda ash output
Alex Tullo
2023· article· en· C&EN Global Enterprise· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2021· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Never a dull moment
Bibiana Campos-Seijo
2021· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Nova plans plastic recycling plant
Alex Tullo
2023· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
BASF, Dow feel supply chain impact
Alex Tullo
2021· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Electronic chemicals draw investment
Craig Bettenhausen
2021· article· en· C&EN Global Enterprise· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Global climate negotiations resume
CHERYL HOGUE
2021· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Joseph M. Muchowski
Alexandra A. Taylor
2023· article· es· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2023· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Indorama to shutter Canadian plant
Alex Tullo
2024· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Novavax shot shows strong protection
Ryan Cross
2021· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Invista won’t close intermediate plant
Alex Tullo
2024· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Business Roundup
2024· article· en· C&EN Global Enterprise· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Pacifichem 2025 opens call for symposia
special to C EN Nina Notman
2023· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Thomas Swan forms graphene joint venture
Craig Bettenhausen
2021· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Methanex plans Alberta carbon capture
Alex Tullo
2024· article· en· C&EN Global Enterprise· Energy
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Kids affected by poor indoor air quality
Priyanka Runwal
2023· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Dow green-lights low-carbon cracker
Alex Tullo
2023· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Is fluorinating polyethylene a health threat?
Britt E. Erickson
2023· article· en· C&EN Global Enterprise· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Otsuka to buy Mindset Pharma
Laura Howes
2023· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Dow presents rosy forecast
Alex Tullo
2024· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Adi Eisenberg
Alexandra A. Taylor
2023· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The year the jobs disappeared
Bethany Halford
2021· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · metaresearchconsensus · none
0
citations
aboutno affunlabeled
Mysterious jellyfish diet gets a fresh look
Emily Harwitz
2021· article· en· C&EN Global Enterprise· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
PPG to exit US architectural coatings
Craig Bettenhausen
2024· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Blue hydrogen investment planned
Alex Tullo
2021· article· en· C&EN Global Enterprise· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Stats and Facts
2024· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Invista to reopen intermediate plant
Alex Tullo
2024· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2023· article· en· C&EN Global Enterprise· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Cepsa carves out petrochemical unit
Alex Scott
2021· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Venator makes changes at top
Alex Tullo
2023· article· en· C&EN Global Enterprise· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Origin to issue bonds for CMF plant
Michael McCoy
2023· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Alphora opens biologic facility
Aayushi Pratap
2024· article· en· C&EN Global Enterprise· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2021· article· en· C&EN Global Enterprise· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Robert L. Swaine Sr.
Linda Wang
2021· article· ceb· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Origin Materials gets Avantium technology
Michael McCoy
2023· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Styrolution to shutter Sarnia plant
Alex Tullo
2024· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Edward W. Morley Medal to Ryan C. Bailey
special to C EN Nina Notman
2023· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Mussel adhesives rely on vanadium
special to C EN Prachi Patel
2021· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
DSM, FMC set more-ambitious climate goals
Craig Bettenhausen
2021· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Dow’s first quarter comes in at a loss
Alex Tullo
2023· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Lithium firms to combine
Alex Scott
2021· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Creating graphene from asphaltenes
special to C EN Payal Dhar
2023· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · noneconsensus · none
0
citations
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