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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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Environment International
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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
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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.

769 results · 1 filter active ·
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20012025
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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.
769 works in the cohort · of 4,299,418page 2 of 16

Labels cover 1 of 769 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 769 of 769 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Environmental health impacts of feeding crops to farmed fish
Jillian P. Fry, David C. Love, Graham K. MacDonald, Paul West, Peder Engstrom, Keeve E. Nachman +1 more
2016· review· en· Environment International· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
214
citations
fundno affunlabeled
Exploring the arsenic removal potential of various biosorbents from water
Muhammad Bilal Shakoor, Nabeel Khan Niazi, Irshad Bibi, Muhammad Shahid, Zulfiqar Ahmad Saqib, Muhammad Nawaz +6 more
2019· article· en· Environment International· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
198
citations
affno abstractunlabeled
Exploring the planetary boundary for chemical pollution
Miriam L. Diamond, Cynthia A. de Wit, Sverker Molander, Martin Scheringer, Thomas Backhaus, Rainer Lohmann +8 more
2015· review· en· Environment International· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
191
citations
affno abstractunlabeled
Risk management for assuring safe drinking water
Steve E. Hrudey, Elizabeth J. Hrudey, Simon Pollard
2006· review· en· Environment International· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
186
citations
affno abstractunlabeled
Naturally occurring thallium: a hidden geoenvironmental health hazard?
Tangfu Xiao, Jayanta Guha, Dan Boyle, Cong‐Qiang Liu, Baoshan Zheng, Graham C. Wilson +2 more
2003· article· en· Environment International· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
179
citations
afffundno abstractunlabeled
Organophosphate esters flame retardants in the indoor environment
Martina Vykoukalová, Marta Venier, Šimon Vojta, Lisa Melymuk, Jitka Bečanová, Kevin Romanak +5 more
2017· article· en· Environment International· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
171
citations
affno abstractunlabeled
Sources and environmental behavior of dechlorane plus — A review
Qiming Xian, Shabana Siddique, Ting Li, Yong-Lai Feng, Larissa Takser, Jiping Zhu
2011· review· en· Environment International· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
168
citations

How this was built: Screen · Findings · About