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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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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

132 results · 1 filter active ·
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20032025
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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.
132 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 132 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 132 of 132 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Oceanic oxygenation events in the anoxic Ediacaran ocean
Swapan Sahoo, Noah J. Planavsky, Ganqing Jiang, Brian Kendall, Jeremy D. Owens, X. Wang +3 more
2016· article· en· Geobiology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
344
citations
affunlabeled
The methane cycle in ferruginous Lake Matano
Sean A. Crowe, Sergei Katsev, Karla Leslie, Arne Sturm, Cédric Magen, Sulung Nomosatryo +9 more
2010· article· en· Geobiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
228
citations
affunlabeled
Did life originate from a global chemical reactor?
Eva E. Stüeken, R. Anderson, Jeff S. Bowman, William J. Brazelton, Jesse R. Colangelo-Lillis, Aaron D. Goldman +2 more
2013· article· en· Geobiology· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
132
citations
aboutno affunlabeled
The age of Rubisco: the evolution of oxygenic photosynthesis
E. G. Nisbet, Nathalie Grassineau, Christopher J. Howe, Paul I. Abell, Marcel Regelous, R. Ellen R. Nisbet
2007· article· en· Geobiology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
131
citations
affunlabeled
Redox‐reactive membrane vesicles produced by <i>Shewanella</i>
Y. A. Gorby, J Mclean, Anton Korenevsky, Kevin M. Rosso, Mohamed Y. El‐Naggar, Terry J. Beveridge
2008· article· en· Geobiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
99
citations
affno abstractunlabeled
Benefits of bacterial biomineralization
Vernon R. Phoenix, Kurt O. Konhauser
2008· review· en· Geobiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
73
citations
affunlabeled
The Sedimentary Geochemistry and Paleoenvironments Project
Úna C. Farrell, Rifaat Samawi, Savitha Anjanappa, Roman Klykov, Oyeleye O. Adeboye, Heda Agić +99 more
2021· article· en· Geobiology· Computer Science
distilled prediction:candidate · noneconsensus · none
64
citations
affunlabeled
Modeling the carbon cycle in Lake Matano
Lauren Kuntz, Thomas A. Laakso, Daniel P. Schrag, Sean A. Crowe
2015· article· en· Geobiology· Environmental Science
distilled prediction:candidate · noneconsensus · none
56
citations
affunlabeled
Haloarchaeal diversity in 23, 121 and 419 MYA salts
Jong Soo Park, Russell H. Vreeland, B. C. Cho, Tim K. Lowenstein, Michael N. Timofeeff, W. D. Rosenzweig
2009· article· en· Geobiology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
55
citations
afffundunlabeled
Deep‐water anoxygenic photosythesis in a ferruginous chemocline
Sean A. Crowe, Julia A. Maresca, CarriAyne Jones, Arne Sturm, Cynthia Henny, David A. Fowle +3 more
2014· article· en· Geobiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
54
citations
aboutno affunlabeled
Microbial diversity under extreme euxinia: Mahoney Lake, Canada
Vanja Klepac‐Ceraj, Catriona A. Hayes, William Gilhooly, Timothy W. Lyons, Roberto Kolter, Ann Pearson
2012· article· en· Geobiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
51
citations
afffundunlabeled
Atmospheric hydrogen peroxide and Eoarchean iron formations
Ernesto Peçoits, Michelle Smith, David C. Catling, P. Philippot, Andreas Kappler, Kurt O. Konhauser
2014· article· en· Geobiology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
49
citations

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