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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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Frontiers in Plant Science
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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
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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.

1,241 results · 1 filter active ·
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20112025
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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.
1,241 works in the cohort · of 4,299,418page 5 of 25

Labels cover 0 of 1,241 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 1,241 of 1,241 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Pollen from the Deep-Sea: A Breakthrough in the Mystery of the Ice Ages
Marı́a Fernanda Sánchez Goñi, Stéphanie Desprat, William J. Fletcher, César Morales‐Molino, Filipa Naughton, Dulce Oliveira +2 more
2018· review· en· Frontiers in Plant Science· Earth and Planetary Sciences
distilled prediction:candidate · stsconsensus · none
68
citations
affunlabeled
Biogeography of photoautotrophs in the high polar biome
Stephen B. Pointing, Burkhard Büdel, Peter Convey, Len N. Gillman, Christian Körner, Sebastian Leuzinger +1 more
2015· review· en· Frontiers in Plant Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
67
citations
afffundunlabeled
Genome Analysis of Conserved Dehydrin Motifs in Vascular Plants
Ahmad Malik, Michael A. Veltri, Kelly F. Boddington, Karamjeet K. Singh, Steffen P. Graether
2017· article· en· Frontiers in Plant Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
66
citations
afffundunlabeled
Epigenetic control of effectors in plant pathogens
Mark Gijzen, Chelsea S Ishmael, Sirjana Shrestha
2014· article· en· Frontiers in Plant Science· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
63
citations
afffundunlabeled
Screening Oat Genotypes for Tolerance to Salinity and Alkalinity
Jianhui Bai, Weikai Yan, Yuqing Wang, Qiang Yin, Jinghui Liu, Charlene P. Wight +1 more
2018· article· en· Frontiers in Plant Science· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
62
citations
afffundunlabeled
Comparative Analysis of Machine Learning and Evolutionary Optimization Algorithms for Precision Micropropagation of Cannabis sativa: Prediction and Validation of in vitro Shoot Growth and Development Based on the Optimization of Light and Carbohydrate Sources
Marco Pepe, Mohsen Hesami, Finlay Small, Andrew Maxwell Phineas Jones
2021· article· en· Frontiers in Plant Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
62
citations
aboutno affunlabeled
Plant-made vaccines against viral diseases in humans and farm animals
Hang Su, André van Eerde, Espen Rimstad, Ralph Bock, Norica Branza‐Nichita, Igor Yakovlev +1 more
2023· review· en· Frontiers in Plant Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
61
citations

How this was built: Screen · Findings · About