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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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˜The œhandbook of environmental chemistry
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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.

40 results · 1 filter active ·
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20022025
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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.
40 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 40 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 40 of 40 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Perfluorinated Compounds in the Great Lakes
John P. Giesy, Scott A. Mabury, Jonathan W. Martin, Kurunthachalam Kannan, Paul D. Jones, John L. Newsted +1 more
2006· article· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
affno abstractunlabeled
Colloids and the Ocean Carbon Cycle
Paul E. Kepkay
2005· book-chapter· en· ˜The œhandbook of environmental chemistry· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
33
citations
affno abstractunlabeled
Trace Organic Contaminants Removal by Combined Processes for Wastewater Reuse
Faisal I. Hai, Luong N. Nguyen, Long D. Nghiem, Baoqiang Liao, İsmail Koyuncu, William E. Price
2014· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
27
citations
affno abstractunlabeled
Contaminants of the Great Lakes
Jill Crossman, Christopher G. Weisener
2020· book· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affno abstractunlabeled
Analytical Methods Review
Frank David, Pat Sandra, Bart Tienpont, Freddy Vanwalleghem, Michael G. Ikonomou
2002· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
21
citations
affno abstractunlabeled
Dioxin and Related Compounds
Mehran Alaee
2016· book· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
Advances in Remote Sensing of Great Lakes Algal Blooms
Caren E. Binding, Richard P. Stumpf, Robert A. Shuchman, Michael J. Sayers
2020· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
Algal Biomass for Biofuels and Bioproducts
Babuskin Srinivasan, Garima Kulshreshtha
2020· book-chapter· en· ˜The œhandbook of environmental chemistry· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
aboutno affno abstractunlabeled
Status and Future Prospects of Wind Energy in Oman
Yassine Charabi
2023· book-chapter· en· ˜The œhandbook of environmental chemistry· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
Analysis of Chlorinated and Phosphorus Flame Retardants
Chris Marvin, Edward Sverko, Gregg T. Tomy
2016· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Wastewater Quality Monitoring: On-Line/On-Site Measurement
Thomas Oliver, Marie‐Florence Pouet
2006· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Toxaphene in the Great Lakes
Derek C. G. Muir, Deborah L. Swackhamer, Terry F. Bidleman, Liisa M. Jantunen
2006· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Persistent Organic Contaminants in Alpine Waters
John N. Westgate, Frank Wania
2009· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
History of Disinfection Byproducts
Yuefeng F. Xie, Chao Chen, Susan Andrews
2024· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Contaminants in the Great Lakes: An Introduction
Jill Crossman, Christopher G. Weisener
2020· book-chapter· en· ˜The œhandbook of environmental chemistry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Introduction to the Chemical Oceanography of Frontal Zones
Igor M. Belkin, Stefano Aliani, Matthew B. Alkire, Thomas H. Badewien, Maristella Berta, Gloria Silvana Durán Gómez +27 more
2022· book-chapter· en· ˜The œhandbook of environmental chemistry· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
DBP Formation and Control in Water Reuse
Qian‐Yuan Wu, Liu He, Xiao Xiao, De‐Xiu Wu, Ron Hofmann
2024· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Nitrosamines
Yu Wang, Chao Chen, Susan Andrews
2024· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Water Pollution
2005· book· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Detection Methods for DBPs
Wenhai Chu, Di Zhang, Baiyang Chen, Wei Ma, Guiying He, Mengting Yang +2 more
2024· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Future Perspectives
Susan Andrews, Chao Chen, Yuefeng F. Xie
2024· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Toxic Effects of Fragrances to Aquatic Organisms
Chris D. Metcalfe
2023· book-chapter· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Water Pollution
2005· book· en· ˜The œhandbook of environmental chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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