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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.

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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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Annual Review of Environment and Resources
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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.

54 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
54 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 54 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 54 of 54 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Plastic as a Persistent Marine Pollutant
2017· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
748
citations
affunlabeled
The New Corporate Social Responsibility
2007· article· en· Annual Review of Environment and Resources· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
488
citations
affunlabeled
Urban Climates and Climate Change
2020· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · noneconsensus · none
348
citations
affunlabeled
The New Corporate Social Responsibility
2008· article· en· Annual Review of Environment and Resources· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
324
citations
affunlabeled
Forage Fish: From Ecosystems to Markets
2008· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
246
citations
affunlabeled
Smallholder Agriculture and Climate Change
2017· article· en· Annual Review of Environment and Resources· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
189
citations
affunlabeled
ENERGY INFRASTRUCTURE AND SECURITY
2004· article· en· Annual Review of Environment and Resources· Energy
distilled prediction:candidate · noneconsensus · none
124
citations
affunlabeled
Human Involvement in Food Webs
2010· article· en· Annual Review of Environment and Resources· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
116
citations
afffundunlabeled
Restoring Degraded Lands
2021· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
100
citations
affunlabeled
Status of the World's Soils
2024· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
100
citations
affunlabeled
Digitalization and the Anthropocene
2022· article· en· Annual Review of Environment and Resources· Decision Sciences
distilled prediction:candidate · noneconsensus · none
97
citations
affunlabeled
Methods and Global Environmental Governance
2013· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
70
citations
affaboutunlabeled
Sustainability in Health Care
2022· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
55
citations
affunlabeled
Mapping Industrial Influences on Earth's Ecology
2023· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
34
citations
affunlabeled
The Many Faces of Environmental Security
2024· article· en· Annual Review of Environment and Resources· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
State of the World's Rivers
2024· article· en· Annual Review of Environment and Resources· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
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