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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.

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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.

1,143 results · 1 filter active ·
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20072025
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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.
1,143 works in the cohort · of 4,299,418page 1 of 23

Labels cover 1 of 1,143 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 1,143 of 1,143 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Earth beyond six of nine planetary boundaries
Katherine Richardson, Will Steffen, Wolfgang Lucht, Jørgen Bendtsen, Sarah Cornell, Jonathan F. Donges +23 more
2023· article· en· Science Advances· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2,825
citations
affunlabeled
Nature and mental health: An ecosystem service perspective
Gregory N. Bratman, Christopher B. Anderson, Marc G. Berman, B.J. Cochran, S. de Vries, Jon Flanders +20 more
2019· review· en· Science Advances· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1,868
citations
affunlabeled
A unified vegetation index for quantifying the terrestrial biosphere
Gustau Camps‐Valls, Manuel Campos‐Taberner, Álvaro Moreno‐Martínez, Sophia Walther, Grégory Duveiller, Alessandro Cescatti +8 more
2021· article· en· Science Advances· Environmental Science
distilled prediction:candidate · noneconsensus · none
727
citations
fundno affunlabeled
Dynamic microbiome evolution in social bees
Waldan K. Kwong, Luis A. Medina, Hauke Koch, Kong‐Wah Sing, Eunice J. Y. Soh, John S. Ascher +2 more
2017· article· en· Science Advances· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
594
citations
affunlabeled
Biodiversity recovery of Neotropical secondary forests
Danaë M. A. Rozendaal, Frans Bongers, T. Mitchell Aide, Esteban Álvarez‐Dávila, Nataly Ascarrunz, Patricia Balvanera +79 more
2019· article· en· Science Advances· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
539
citations
affunlabeled
Quantum biology revisited
Jianshu Cao, Richard J. Cogdell, D. F. Coker, Hong-Guang Duan, Jürgen Hauer, Ulrich Kleinekathöfer +12 more
2020· review· en· Science Advances· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
485
citations
affunlabeled
Breakthrough treatments for accelerated wound healing
Benjamin R. Freedman, Charles Hwang, Simon G. Talbot, Brian P. Hibler, Simon Matoori, David Mooney
2023· review· en· Science Advances· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
401
citations
affunlabeled
Broadband and chiral binary dielectric meta-holograms
Mohammadreza Khorasaninejad, Antonio Ambrosio, Pritpal S. Kanhaiya, Federico Capasso
2016· article· en· Science Advances· Materials Science
distilled prediction:candidate · noneconsensus · none
347
citations
aboutno affunlabeled
The distribution of biodiversity richness in the tropics
Peter H. Raven, Roy E. Gereau, Peter B. Phillipson, Cyrille Chatelain, Clinton N. Jenkins, Carmen Ulloa Ulloa
2020· review· en· Science Advances· Environmental Science
distilled prediction:candidate · noneconsensus · none
315
citations
aboutno affunlabeled
The unequal impact of parenthood in academia
Allison C. Morgan, Samuel F. Way, Michael Hoefer, Daniel B. Larremore, Mirta Galešić, Aaron Clauset
2021· article· en· Science Advances· Social Sciences
distilled prediction:candidate · noneconsensus · none
305
citations
fundno affunlabeled
PHOTACs enable optical control of protein degradation
Martin Reynders, Bryan S. Matsuura, Marleen Bérouti, Daniele Simoneschi, Antonio Marzio, Michele Pagano +1 more
2020· article· en· Science Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
298
citations
affunlabeled
Early genome duplications in conifers and other seed plants
Zheng Li, Anthony E. Baniaga, Emily B. Sessa, Moira Scascitelli, Sean W. Graham, Loren H. Rieseberg +1 more
2015· article· en· Science Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
293
citations
affunlabeled
The economics of fishing the high seas
Enric Sala, Juan Mayorga, Christopher Costello, David A. Kroodsma, Maria Lourdes D. Palomares, Daniel Pauly +2 more
2018· article· en· Science Advances· Environmental Science
distilled prediction:candidate · stsconsensus · none
285
citations

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