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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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Marine Sponges and Natural Products
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

731 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
731 works in the cohort · of 4,299,418page 1 of 15

Labels cover 1 of 731 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 731 of 731 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Ecological interactions of marine sponges
Janie L. Wulff
2006· article· en· Canadian Journal of Zoology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
385
citations
venueno affunlabeled
The ecology of the sponge larva
Manuel Maldonado
2006· article· en· Canadian Journal of Zoology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
298
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
machine prediction:candidate · noneconsensus · none
257
citations
affunlabeled
Giving the early fossil record of sponges a squeeze
Jonathan B. Antcliffe, Richard H. T. Callow, Martin D. Brasier
2014· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
195
citations
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
machine prediction:candidate · noneconsensus · none
182
citations
affunlabeled
Diterpenes from gorgonian corals
Fabrice Berrué, Russell G. Kerr
2009· review· en· Natural Product Reports· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
154
citations
affunlabeled
Elements of a ‘nervous system’ in sponges
Sally P. Leys
2015· review· en· Journal of Experimental Biology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
147
citations
venueno affunlabeled
Mineral skeletogenesis in sponges
María‐J. Uriz
2006· article· en· Canadian Journal of Zoology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
147
citations
affunlabeled
Epithelia and integration in sponges
Sally P. Leys, Scott Nichols, EMILY D. M. ADAMS
2009· article· en· Integrative and Comparative Biology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
124
citations
afffundunlabeled
Epithelia, an Evolutionary Novelty of Metazoans
Sally P. Leys, Ana Riesgo
2011· article· en· Journal of Experimental Zoology Part B Molecular and Developmental Evolution· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
109
citations
fundvenueno affunlabeled
Embryogenesis and larval differentiation in sponges
Sally P. Leys, Alexander Ereskovsky
2006· article· en· Canadian Journal of Zoology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
100
citations
affunlabeled
Total Synthesis of FR901483
Cheryl A. Carson, Michael A. Kerr
2009· article· en· Organic Letters· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
99
citations
afffundno abstractunlabeled
Spectral sensitivity in a sponge larva
Sally P. Leys, Thomas Cronin, Bernard M. Degnan, N. Justin Marshall
2002· article· en· Journal of Comparative Physiology A· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
99
citations
venueaboutno affunlabeled
Palaeontology of sponges — a review
Andrzej Pisera
2006· review· en· Canadian Journal of Zoology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
97
citations
venueno affunlabeled
Physiology of coordination in sponges
Sally P. Leys, Robert W. Meech
2006· article· en· Canadian Journal of Zoology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
92
citations
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