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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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Communications Earth & Environment
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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.

305 results · 1 filter active ·
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20202025
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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.
305 works in the cohort · of 4,299,418page 1 of 7

Labels cover 0 of 305 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 305 of 305 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Plastics can be used more sustainably in agriculture
Thilo Hofmann, Subhasis Ghoshal, Nathalie Tufenkji, Jan Adamowski, Stéphane Bayen, Qiqing Chen +14 more
2023· article· en· Communications Earth & Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
219
citations
affunlabeled
Increasing crop rotational diversity can enhance cereal yields
Monique E. Smith, Giulia Vico, Alessio Costa, Timothy M. Bowles, Amélie C. M. Gaudin, Sara Hallin +30 more
2023· article· en· Communications Earth & Environment· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
123
citations
affunlabeled
Carbon dioxide fluxes increase from day to night across European streams
Katrin Attermeyer, Joan Pere Casas‐Ruiz, Thomas Fuß, Ada Pastor, Sophie Cauvy‐Fraunié, Danny Sheath +40 more
2021· article· en· Communications Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
69
citations
fundno affunlabeled
Resolving land tenure security is essential to deliver forest restoration
O. Sarobidy Rakotonarivo, Mirindra Rakotoarisoa, Herimino Manoa Rajaonarivelo, Stefana Raharijaona, Julia P. G. Jones, Neal Hockley
2023· article· en· Communications Earth & Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
63
citations
affunlabeled
Record winter winds in 2020/21 drove exceptional Arctic sea ice transport
Robbie Mallett, Sam Cornish, Alex Crawford, Jennifer V. Lukovich, Mark C. Serreze, A. P. Barrett +3 more
2021· article· en· Communications Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
55
citations
affaboutunlabeled
Quantitative characterization of orogens through isotopic mapping
Tao Wang, Wenjiao Xiao, William J. Collins, Ying Tong, Zengqian Hou, He Huang +5 more
2023· article· en· Communications Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
41
citations
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