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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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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.

134 results · 1 filter active ·
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20122025
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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.
134 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 134 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 134 of 134 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Data access for the 1,000 Plants (1KP) project
Naim Matasci, Ling‐Hong Hung, Zhixiang Yan, Eric Carpenter, Norman J. Wickett, Siavash Mirarab +37 more
2014· review· en· GigaScience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
608
citations
affunlabeled
10KP: A phylodiverse genome sequencing plan
Shifeng Cheng, Michael Melkonian, Stephen A. Smith, Samuel F. Brockington, John M. Archibald, Pierre‐Marc Delaux +11 more
2018· article· en· GigaScience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
258
citations
affunlabeled
The sponge microbiome project
Lucas Moitinho‐Silva, Shaun Nielsen, Amnon Amir, Antonio González, Gail Ackermann, Carlo Cerrano +34 more
2017· article· en· GigaScience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
257
citations
affunlabeled
The ocean sampling day consortium
Anna Kopf, Mesude Bicak, Renzo Kottmann, Julia Schnetzer, Ivaylo Kostadinov, Katja Lehmann +150 more
2015· article· en· GigaScience· Environmental Science
distilled prediction:candidate · noneconsensus · none
224
citations
affunlabeled
Between Two Fern Genomes
Emily B. Sessa, Jo Ann Banks, Michael S. Barker, Joshua P. Der, Aaron M. Duffy, Sean W. Graham +12 more
2014· review· en· GigaScience· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
81
citations
affunlabeled
Tissue sampling methods and standards for vertebrate genomics
Pamela B.Y. Wong, E. O. Wiley, Warren E. Johnson, Oliver A. Ryder, Stephen J. O’Brien, David Haussler +8 more
2012· article· en· GigaScience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
77
citations
affunlabeled
Box, stalked, and upside-down? Draft genomes from diverse jellyfish (Cnidaria, Acraspeda) lineages: <i>Alatina alata</i> (Cubozoa), <i>Calvadosia cruxmelitensis</i> (Staurozoa), and <i>Cassiopea xamachana</i> (Scyphozoa)
Aki Ohdera, Cheryl Lewis Ames, Rebecca B. Dikow, Ehsan Kayal, Marta Chiodin, Ben Busby +5 more
2019· article· en· GigaScience· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
77
citations
afffundunlabeled
AXIOME: automated exploration of microbial diversity
Michael D. J. Lynch, Andre Masella, Michael Hall, Andrea K. Bartram, Josh D. Neufeld
2013· article· en· GigaScience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
50
citations
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