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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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Advances in marine biology
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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
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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.

34 results · 1 filter active ·
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20012022
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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.
34 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 34 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 34 of 34 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Biology of Glass Sponges
Sally P. Leys, G. O. Mackie, Henry M. Reiswig
2007· review· en· Advances in marine biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
182
citations
affno abstractunlabeled
Chapter 1 Introduction
Annie Mercier, Jean‐François Hamel
2009· review· en· Advances in marine biology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
149
citations
affno abstractunlabeled
The Physiology and Molecular Biology of Sponge Tissues
Sally P. Leys, April Hill
2012· review· en· Advances in marine biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
135
citations
affno abstractunlabeled
p53 Superfamily Proteins in Marine Bivalve Cancer and Stress Biology
Charles W. Walker, Rebecca J. Van Beneden, Annette F. Muttray, S. Anne Böttger, Melissa L. Kelley, Abraham E. Tucker +1 more
2011· review· en· Advances in marine biology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
71
citations
afffundno abstractunlabeled
Global knowledge on the commercial sea cucumber Holothuria scabra
Jean‐François Hamel, Igor Eeckhaut, Chantal Conand, Jiamin Sun, Guillaume Caulier, Annie Mercier
2022· review· en· Advances in marine biology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
affno abstractunlabeled
The timing and causality of ecological shifts on Caribbean reefs
William F. Precht, Richard B. Aronson, Toby Gardner, Jennifer A. Gill, Julie P. Hawkins, Edwin A. Hernández‐Delgado +9 more
2020· book-chapter· en· Advances in marine biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
Transitions During Cephalopod Life History
Jean-Paul Robin, Michael J. Roberts, Lou Zeidberg, Isobel S.M. Bloor, Almendra Rodriguez, Felipe Briceño +11 more
2014· review· en· Advances in marine biology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
47
citations
affno abstractunlabeled
Advances in Biochemical Indices of Zooplankton Production
Lidia Yebra, Toru Kobari, Akash R. Sastri, Felipe Gusmão, Santiago Hernández‐León
2016· review· en· Advances in marine biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
36
citations
affno abstractunlabeled
Dolphins in a Scaled-Down Mediterranean
Giovanni Bearzi, Silvia Bonizzoni, Nina Luisa Santostasi, Nathan B. Furey, Lavinia Eddy, Vasilis D. Valavanis +1 more
2016· article· en· Advances in marine biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
affno abstractunlabeled
Discovering marine biodiversity in the 21st century
Alex D. Rogers, Ward Appeltans, Jorge Assis, Lisa T. Ballance, Philippe Cury, Carlos M. Duarte +18 more
2022· review· en· Advances in marine biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Preface
Bing Chen, Zhiwen Zhu, Baiyu Zhang, Kenneth Lee
2018· editorial· en· Advances in marine biology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About