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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 3 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
Victor A. Snieckus
Linda Wang
2021· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Chemical companies warn about quarter
Alex Tullo
2023· article· en· C&EN Global Enterprise· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Alaaeddin Alsbaiee
Craig Bettenhausen
2021· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
DIC offers $97 million for Seqens facility
Rick Mullin
2023· article· en· C&EN Global Enterprise· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
XlynX’s glue employs bisdiazirine chemistry
Michael McCoy
2021· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Cement teams win Carbon XPRIZE
Melody Bomgardner
2021· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Nova advances projects in Canada
Alex Tullo
2021· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
US Senate approves HFC treaty
CHERYL HOGUE
2022· article· en· C&EN Global Enterprise· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Nova, Grace get new leadership
Alex Tullo
2023· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Supply chain problems hit chemical firms
Alex Tullo
2021· article· en· C&EN Global Enterprise· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The 2021 #RealTimeChem Week Awards
Alexandra A. Taylor
2022· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2022· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Hope in the fight against frostbite
special to C EN Ute Eberle
2024· article· en· C&EN Global Enterprise· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Alán Aspuru-Guzik
special to C EN Bec Roldan
2024· article· es· C&EN Global Enterprise· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Origin Materials cuts back on biobased chemicals
Alex Tullo
2024· article· en· C&EN Global Enterprise· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Business Roundup
2021· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Magnesium’s Medical Mettle
MD MD
2016· article· en· C&EN Global Enterprise· Nursing
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Water over the bow
MARC REISCH
2016· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Business Roundup
2022· article· en· C&EN Global Enterprise· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Canada’s ‘brain gain’
Sharon Oosthoek
2018· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · noneconsensus · none
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
aboutno affunlabeled
Ineos to close Ohio ABS plant
Alex Tullo
2024· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Diverse crayons for coloring diverse scientists
Andrea Widener
2020· article· en· C&EN Global Enterprise· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Beleaguered SPAC firms update investors
Melody Bomgardner
2021· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Europe is poised for profit warnings
Alex Scott
2023· article· en· C&EN Global Enterprise· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2019· article· en· C&EN Global Enterprise· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
SQM invests outside Chile for lithium
Melody Bomgardner
2017· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Trash-to-methanol plant advances
Craig Bettenhausen
2025· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Breaking up the CRISPR conga line
Sarah Braner
2024· article· en· C&EN Global Enterprise· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Botaneco plants New Jersey lab
MARC REISCH
2017· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Publishers lack AI chatbot policies
special to C EN Dalmeet Singh Chawla
2024· article· en· C&EN Global Enterprise· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2023· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Returning to China
special to C EN Hepeng Jia
2023· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ross Davis Compton
Alexandra A. Taylor
2022· article· en· C&EN Global Enterprise· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Hy2Gen plans US green methanol
Alex Tullo
2023· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Fast-food packaging can emit volatile PFAS
Britt E. Erickson
2023· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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