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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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Atmospheric chemistry and aerosols
Retraction
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Study design
Label agreement
Label status

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.

4,361 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
4,361 works in the cohort · of 4,299,418page 82 of 88

Labels cover 3 of 4,361 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 4,361 of 4,361 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Comment on acp-2022-42
Xiaoxi Zhao, Kan Huang, Joshua S. Fu, Sabur F. Abdullaev
2022· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Comment on amt-2022-130
Teles C. Furlani, P. M. Edwards, Tara F. Kahan, Cora J. Young
2022· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Comment on acp-2022-217
2022· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Comment on egusphere-2023-1128
Lisa Azzarello, R. A. Washenfelder, Michael Robinson, Alessandro Franchin, Caroline C. Womack, Christopher D. Holmes +5 more
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundunlabeled
Comment on amt-2024-1
Timothy A. Sipkens, Joel C. Corbin, Brett Smith, Prem Lobo, Benjamin T. Brem, Mark P. Johnson +1 more
2024· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Comment on egusphere-2024-1796
2024· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Comment on acp-2022-313
2022· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Comment on egusphere-2024-1795
2024· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Comment on acp-2022-245
Katherine Hayden, Shao‐Meng Li, John Liggio, Michael Wheeler, Jeremy J. B. Wentzell, Amy Leithead +16 more
2022· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reply on RC1
Alexei Korolev
2022· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundaboutunlabeled
Comment on acp-2021-262
John J. MacInnis, Jai Prakash Chaubey, Crystal Weagle, David Atkinson, Rachel Chang
2021· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Comment on acp-2021-744
Zoé Brasseur, Dimitri Castarà ̈de, Erik S. Thomson, Michael P. Adams, Saskia Drossaart van Dusseldorp, Paavo Heikkilä +39 more
2021· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Comment on egusphere-2023-990
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Comment on egusphere-2023-739
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Comment on acp-2022-334
Eva Gutheil
2022· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Comment on acp-2022-850
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Comment on egusphere-2023-1419
Yutong Liang, Rebecca A. Wernis, Kasper Kristensen, Nathan M. Kreisberg, Philip Croteau, Scott C. Herndon +3 more
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundunlabeled
Reply on RC1
Cora J. Young
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Reply on RC2
Cora J. Young
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Comment on egusphere-2023-1419
Yutong Liang, Rebecca A. Wernis, Kasper Kristensen, Nathan M. Kreisberg, Philip Croteau, Scott C. Herndon +3 more
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Reviewer Comments to Tao et al.
2019· preprint· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Comment on acp-2022-850
Danyang Ma, Tijian Wang, Hao Wu, Yawei Qu, Jian Liu, Jane Liu +4 more
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundunlabeled
Comment on acp-2021-384
Alexander A. T. Bui, H. W. Wallace, Sarah Kavassalis, Hariprasad D. Alwe, James Flynn, Matt H. Erickson +4 more
2021· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Comment on amt-2021-102
Brandon Bottorff, Emily Reidy, L. H. Mielke, Sébastien Dusanter, P. S. Stevens
2021· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Comment on egusphere-2023-465
Olivia E. Clifton
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Reply on RC1
Manuel Dall’Osto
2022· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Toronto
2005· article· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Reply on RC2
Kevin J. Sanchez
2021· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Comment on egusphere-2023-692
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Comment on acp-2022-800
Joanna E. Dyson, Lisa K. Whalley, Eloise J. Slater, Robert Woodward-Massey, Chunxiang Ye, James Lee +33 more
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Comment on acp-2022-656
Mark Gordon
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Comment on egusphere-2023-1056
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Comment on acp-2022-656
B. B. Hicks
2022· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Comment on acp-2022-668
Mark Gordon
2023· peer-review· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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