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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.

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
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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 1 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
Rapamycin’s secrets unearthed
2016· article· de· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
39
citations
aboutno affunlabeled
Recycling polystyrene
2018· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
aboutno affunlabeled
Lithium iron phosphate comes to America
2023· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
Materials on the move
2018· article· en· C&EN Global Enterprise· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
Chemical industry slams Trump steel tariffs
2018· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Business Roundup
2018· article· en· C&EN Global Enterprise· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Thermo Fisher gets pipette-tip contract
2021· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Boron chemistry branches out
2016· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Will the bugs always win?
2016· article· en· C&EN Global Enterprise· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Crafting markets for succinic acid
2017· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · research_integrityconsensus · none
1
citations
aboutno affunlabeled
A greener route to ethylene
2021· article· en· C&EN Global Enterprise· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Miranda Wang and Jeanny Yao
2020· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Young blood may not cure aging ills
2016· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
C&EN’s top 50 US chemical producers
2021· article· en· C&EN Global Enterprise· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Perspectives: Giving credit where it is due
2016· article· en· C&EN Global Enterprise· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Origin Materials unveils second plant
2022· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
CRISPR knocks out HIV in cells
2016· article· en· C&EN Global Enterprise· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
No buyer for BioAmber
2018· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Quantum dot solar cells hit record efficiency
2016· article· en· C&EN Global Enterprise· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
PHA makers move on production plans
2021· article· en· C&EN Global Enterprise· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Bringing chemistry to life, literally
2024· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Business Roundup
2020· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
US to join HFC treaty
2021· article· en· C&EN Global Enterprise· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2020· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Jungbunzlauer looks at lactic acid
2021· article· en· C&EN Global Enterprise· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2016· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2016· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Canexus confronts another suitor
2016· article· en· C&EN Global Enterprise· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
G7 leaders sign plastics pledge
2018· article· en· C&EN Global Enterprise· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2016· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Frustrated polymers heal themselves
2017· article· en· C&EN Global Enterprise· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Superior Plus will exit chemicals
2019· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
James Nichol
2017· article· en· C&EN Global Enterprise· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Entegris acquires Digital Specialty
2019· article· en· C&EN Global Enterprise· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
H.I.G. Capital buys Recochem
2018· article· en· C&EN Global Enterprise· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Waste-to-fuel plants move ahead in the US
2019· article· en· C&EN Global Enterprise· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Nanoprobes spot brain cancer from a blood draw
2022· article· en· C&EN Global Enterprise· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About