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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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Atmospheric chemistry and physics
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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.

1,626 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.
1,626 works in the cohort · of 4,299,418page 5 of 33

Labels cover 2 of 1,626 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 1,626 of 1,626 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Geophysical validation of MIPAS-ENVISAT operational ozone data
Ugo Cortesi, Jean‐Christopher Lambert, C. De Clercq, Giovanni Bianchini, Thomas Blumenstock, Astrid Bracher +36 more
2007· article· en· Atmospheric chemistry and physics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
145
citations
affunlabeled
Organics in environmental ices: sources, chemistry, and impacts
V. Faye McNeill, Amanda M. Grannas, Jonathan P. D. Abbatt, Markus Ammann, Parisa A. Ariya, Thorsten Bartels‐Rausch +9 more
2012· article· en· Atmospheric chemistry and physics· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
140
citations
affunlabeled
The Tropical Tropopause Layer 1960–2100
Andrew Gettelman, Thomas Birner, Veronika Eyring, Hideharu Akiyoshi, Slimane Bekki, C. Brühl +12 more
2009· article· en· Atmospheric chemistry and physics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
138
citations
affunlabeled
Iodine oxide in the global marine boundary layer
Cristina Prados‐Román, Carlos A. Cuevas, T. Hay, Rafael P. Fernández, Anoop S. Mahajan, Sarah‐Jeanne Royer +7 more
2015· article· en· Atmospheric chemistry and physics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
132
citations
aboutno affunlabeled
Mean age of stratospheric air derived from AirCore observations
Andreas Engel, Harald Bönisch, Markus Ullrich, Robert Sitals, Olivier Membrive, François Danis +1 more
2017· article· en· Atmospheric chemistry and physics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
130
citations

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