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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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Chemical Safety and Risk Management
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

271 results · 1 filter active ·
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20002025
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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.
271 works in the cohort · of 4,299,418page 1 of 6

Labels cover 1 of 271 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 271 of 271 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A review and critique of academic lab safety research
A. Dana Ménard, John F. Trant
2019· review· en· Nature Chemistry· Chemical Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
237
citations
fundno affunlabeled
Evaluation and Further Development of EASE Model 2.0
Karen S Creely, Joel Tickner, ADELE SOUTAR, G. W. Hughson, D Eric Pryde, Nicholas Warren +4 more
2004· article· en· The Annals of Occupational Hygiene· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
58
citations
affno abstractunlabeled
A hard look at FDA’s review of GRAS notices
Ashley Roberts, Lois A. Haighton
2016· review· en· Regulatory Toxicology and Pharmacology· Chemical Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
32
citations
aboutno affunlabeled
Prioritizing Industrial Chemical Hazards
Veronique Hauschild, Gary M. Bratt
2005· article· en· Journal of Toxicology and Environmental Health· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
RECENT DEVELOPMENTS IN BENZENE RISK ASSESSMENT
Sam Kacew, Irma Lemaire
2000· review· en· Journal of Toxicology and Environmental Health· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Laboratory Safety: Chemical and Physical Hazards
Saeed Asiry, Lee-Cyn Ang
2018· review· en· Methods in molecular biology· Chemical Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
afffundno abstractgemma · metaresearchgpt · metaresearchmodels agree
Laboratory safety and research productivity
Alberto Galasso, Hong Luo, Brooklynn Zhu
2023· article· en· Research Policy· Chemical Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
Paper chemistry
Marcius H. de Oliveira, Álvaro Tejado, Theo G. M. van de Ven
2009· article· en· Nordic Pulp & Paper Research Journal· Chemical Engineering
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
8
citations
affunlabeled
Design fires for motels and hotels
Zheng-Rong Chen
2009· dissertation· en· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Learning process safety principles through practice
M.Y. Gunasekera, Faisal Khan, Salim Ahmed
2017· article· en· Process Safety Progress· Chemical Engineering
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
5
citations

How this was built: Screen · Findings · About