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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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Machine labels · sparse coverage
Evidence
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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 2 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
Reactions
2022· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2020· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Waste-to-fuel plants move ahead in the US
Alex Tullo
2019· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Off the Table
special to C EN Charles M. Deber and George Barany
2025· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Start-up to develop radiotherapeutics
Michael McCoy
2017· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
U of Toronto spin-off Janpix launches
Ryan Cross
2017· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
How to prepare for life after grad school
Katharine Gammon
2018· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Invading earthworms pose climate threat
Katherine Bourzac
2020· article· en· C&EN Global Enterprise· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Business Roundup
2018· article· en· C&EN Global Enterprise· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Canadian government invests in fusion
Katherine Bourzac
2018· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Alberta funds CO<sub>2</sub> to chemicals
Michael McCoy
2017· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Oceans will become CFC-11 source
Katherine Bourzac
2021· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2017· article· en· C&EN Global Enterprise· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Groups call for ban on lead in hair dyes
Britt E. Erickson
2017· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Making aluminum without making CO<sub>2</sub>
Michael McCoy
2018· article· en· C&EN Global Enterprise· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Making ethylene from air and electrons
Leigh Krietsch Boerner
2019· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Pepsi joins consortium for biobased bottles
Melody Bomgardner
2018· article· en· C&EN Global Enterprise· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
BASF takes huge write-off
Alex Tullo
2023· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Chemtrade will buy rival Canexus
Alex Tullo
2017· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · research_integrityconsensus · none
0
citations
aboutno affunlabeled
Roland K. “Pom” Pomeroy
special to C EN Nina Notman
2023· article· lt· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
AstraZeneca ups research in Canada
Rick Mullin
2023· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Green Chemistry Summer School Seeks Applicants
LW
2016· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
BASF surprises with strong earnings
Alex Tullo
2021· article· en· C&EN Global Enterprise· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Business Roundup
2024· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Raw material shortages hit paint makers
Alex Tullo
2021· article· en· C&EN Global Enterprise· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
ChemChina Looks Abroad Again
JFT
2016· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Imtex raises money for olefin separation
Alex Tullo
2020· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Hermenegildo “Gil” Benavidez Mislang
Linda Wang
2021· article· en· C&EN Global Enterprise· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Dow results jump on economic recovery
Alex Tullo
2021· article· en· C&EN Global Enterprise· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Diet determines orcas’ pollution exposure
Priyanka Runwal
2023· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Linde to supply low-carbon hydrogen to Dow
Matt Blois
2024· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Nova slows projects because of COVID-19
Alex Tullo
2020· article· en· C&EN Global Enterprise· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Firm footing for cloud seeding
Janet Pelley
2016· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Croda buys marine biology services firm
Rick Mullin
2018· article· en· C&EN Global Enterprise· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Woolly mammoths traveled far and wide
MITCH JACOBY
2021· article· en· C&EN Global Enterprise· Health Professions
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
German chemical makers see weak sales
Alex Tullo
2023· article· en· C&EN Global Enterprise· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ozone layer recovery could face setbacks
Krystal Vasquez
2023· article· en· C&EN Global Enterprise· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Chocolate made easy and climate-conscious cows
Katherine Bourzac
2021· article· en· C&EN Global Enterprise· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
BASF to reorganize R&amp;D
Alex Scott
2021· article· en· C&EN Global Enterprise· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Karina Carneiro
special to C EN Dagwin Wachholz Júnior
2024· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About