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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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Reviews in Aquaculture
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

75 results · 1 filter active ·
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20092025
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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.
75 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 75 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 75 of 75 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Application of zeolites in aquaculture industry: a review
Zahra Ghasemi, Iman Sourinejad, Hossein Kazemian, Sohrab Rohani
2016· review· en· Reviews in Aquaculture· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
161
citations
affunlabeled
Kelp aquaculture in China: a retrospective and future prospects
Zi‐Min Hu, Ti‐Feng Shan, Jie Zhang, Quan‐Sheng Zhang, Alan T. Critchley, Han‐Gil Choi +3 more
2021· article· en· Reviews in Aquaculture· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
160
citations
afffundunlabeled
Climate change adaptation in aquaculture
Eranga K. Galappaththi, Stephanie Ichien, Amanda A. Hyman, Charlotte J. Aubrac, James D. Ford
2020· article· en· Reviews in Aquaculture· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
159
citations
aboutno affunlabeled
A critical review on control methods for harmful algal blooms
J.J. Gallardo‐Rodríguez, Allisson Astuya, Alejandra Llanos‐Rivera, Verónica Avello, Viviana Ulloa‐Jofré
2018· review· en· Reviews in Aquaculture· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
151
citations
affunlabeled
Mapping diversity of species in global aquaculture
Marc Métian, Max Troell, Villy Christensen, Jeroen Steenbeek, Simon Pouil
2019· article· en· Reviews in Aquaculture· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
128
citations
affunlabeled
Stress response for disease control in aquaculture
Yeong Yik Sung, Thomas H. MacRae, Patrick Sorgeloos, Peter Bossier
2011· article· en· Reviews in Aquaculture· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
95
citations
affunlabeled
Transforming sustainable aquaculture by applying circularity principles
Killian Chary, Anne‐Jo van Riel, Abigail Muscat, Aurélie Wilfart, Souhil Harchaoui, M.C.J. Verdegem +5 more
2023· article· en· Reviews in Aquaculture· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
74
citations
affunlabeled
Mineral nutrition in penaeid shrimp
Ha H. Truong, Barney M. Hines, Maurício Gustavo Coelho Emerenciano, David Blyth, Sarah E. Berry, Tansyn H. Noble +4 more
2022· article· en· Reviews in Aquaculture· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
63
citations
fundno affunlabeled
The potential roles of sponges in integrated mariculture
Mert Gökalp, Daan Mes, Marit A. J. Nederlof, Hongwei Zhao, Jasper Merijn de Goeij, Ronald Osinga
2020· article· en· Reviews in Aquaculture· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
32
citations
fundno affunlabeled
Spawning induction for Latin American fishes
Alejandro S. Mechaly, Sérgio Ricardo Batlouni, Mariano Elisio, Eduardo Antônio Sanches, Jonathan Chacón-Guzmán, Minerva Maldonado García +4 more
2023· article· en· Reviews in Aquaculture· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
21
citations

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