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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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AMBIO
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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.

304 results · 1 filter active ·
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20002025
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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.
304 works in the cohort · of 4,299,418page 1 of 7

Labels cover 1 of 304 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 304 of 304 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Coupled Human and Natural Systems
Jianguo Liu, Thomas Dietz, Stephen R. Carpenter, Carl Folke, Marina Alberti, Charles L. Redman +9 more
2007· review· en· AMBIO· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
855
citations
affunlabeled
Our future in the Anthropocene biosphere
Carl Folke, Stephen Polasky, Johan Rockström, Victor Galaz, Frances Westley, Michèle Lamont +16 more
2021· review· en· AMBIO· Environmental Science
distilled prediction:candidate · noneconsensus · none
673
citations
affno abstractunlabeled
Reconnecting to the Biosphere
Carl Folke, Åsa Jansson, Johan Rockström, Per Olsson, Stephen R. Carpenter, F. Stuart Chapin +16 more
2011· article· en· AMBIO· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
622
citations
affno abstractunlabeled
Wildfires in the Siberian taiga
Viacheslav I. Kharuk, Е. И. Пономарев, Г. А. Иванова, Maria L. Dvinskaya, Sean C. P. Coogan, Mike Flannigan
2021· article· en· AMBIO· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
256
citations
affno abstractunlabeled
Multiple Effects of Changes in Arctic Snow Cover
Terry V. Callaghan, Margareta Johansson, Ross Brown, Pavel Groisman, Niklas Labba, В. Ф. Радионов +25 more
2011· article· en· AMBIO· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
253
citations
affunlabeled
Socioeconomic Consequences of Mercury Use and Pollution
Edward B. Swain, Paul M. Jakus, Glenn Rice, Frank Lupi, Peter A. Maxson, Józef M. Pacyna +3 more
2007· review· en· AMBIO· Environmental Science
distilled prediction:candidate · noneconsensus · none
241
citations
afffundno abstractunlabeled
Effects of Changes in Arctic Lake and River Ice
Terry D. Prowse, Knut Alfredsen, Spyros Beltaos, Barrie Bonsal, William B. Bowden, Claude Duguay +5 more
2011· article· en· AMBIO· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
184
citations
affunlabeled
The Microbial Role in Hot Spring Silicification
Kurt O. Konhauser, Brian Jones, Vernon R. Phoenix, Grant Ferris, Robin W. Renaut
2004· review· en· AMBIO· Engineering
distilled prediction:candidate · noneconsensus · none
163
citations
affunlabeled
Global change effects on biogeochemical mercury cycling
Jeroen E. Sonke, Hélène Angot, Yanxu Zhang, Alexandre J. Poulain, Erik Björn, Amina T. Schartup
2023· review· en· AMBIO· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
150
citations

How this was built: Screen · Findings · About