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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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Bioeconomy and Sustainability Development
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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.

354 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.
354 works in the cohort · of 4,299,418page 1 of 8

Labels cover 2 of 354 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 354 of 354 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · stsgpt · stsmodels agree
Theorizing the Bioeconomy
Kean Birch, David Tyfield
2012· article· en· Science Technology & Human Values· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · sts
347
citations
affunlabeled
Rethinking <i>Value</i> in the Bio-economy
Kean Birch
2016· article· en· Science Technology & Human Values· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
337
citations
affunlabeled
Agromining: Farming for Metals in the Future?
Antony van der Ent, Alan J. M. Baker, Roger D. Reeves, Rufus L. Chaney, Christopher W. N. Anderson, J.A. Meech +7 more
2015· article· en· Environmental Science & Technology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
329
citations
affno abstractunlabeled
A global plastic treaty must cap production
Melanie Bergmann, Bethanie Carney Almroth, Susanne M. Brander, Tridibesh Dey, Dannielle S. Green, Sedat Gündoğdu +3 more
2022· letter· en· Science· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
253
citations
venueno affunlabeled
Polycentric governance in telecoupled resource systems
Christoph Oberlack, Sébastien Boillat, Stefan Brönnimann, Jean‐David Gerber, Andreas Heinimann, Chinwe Ifejika Speranza +3 more
2018· article· en· Ecology and Society· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
146
citations
affunlabeled
Developing a Sustainable and Circular Bio-Based Economy in EU: By Partnering Across Sectors, Upscaling and Using New Knowledge Faster, and For the Benefit of Climate, Environment &amp; Biodiversity, and People &amp; Business
Lene Lange, Kevin O. Connor, Sigurjón Arason, Uffe Bundgård-Jørgensen, Antonella Canalis, Dirk Carrez +14 more
2021· review· en· Frontiers in Bioengineering and Biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
145
citations
afffundno abstractunlabeled
Microbiome innovations for a sustainable future
Kathleen D’hondt, Tanja Kostić, R. W. McDowell, François Eudes, Brajesh K. Singh, Sara F. Sarkar +4 more
2021· article· en· Nature Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
102
citations
venueno affunlabeled
Bio-based circular economy in European national and regional strategies
Susanna Vanhamäki, Kateřina Medková, A. Malamakis, Stamatia Kontogianni, Eleonóra Marišová, David Huisman Dellago +1 more
2019· article· en· International Journal of Sustainable Development and Planning· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
57
citations
fundno affunlabeled
Bioeconomy and Global Inequalities
Maria Backhouse, Rosa Lehmann, Kristina Lorenzen, Malte Lühmann, Janina Puder, Fabricio Rodríguez +1 more
2021· book· en· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations
affunlabeled
The roadmap of bioeconomy in China
Xu Zhang, Cuihuan Zhao, Ming‐Wei Shao, Yi‐Ling Chen, Puyuan Liu, Guo‐Qiang Chen
2022· review· en· Engineering Biology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
44
citations
affaboutunlabeled
Monitor biodiversity for action
Andrew González, María Cecilia Londoño
2022· editorial· en· Science· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
32
citations
affno abstractunlabeled
Biotechnology in the global agri-food system
Peter W.B. Phillips
2002· article· en· Trends in biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
30
citations
venueno affunlabeled
The crises inherent in the success of the global food system
Ville Lähde, Tere Vadén, Tero Toivanen, Paavo Järvensivu, Jussi T. Eronen
2023· article· en· Ecology and Society· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Opportunities to encourage mobilization of sustainable bioenergy supply chains
C. Tattersall Smith, Brenna Lattimore, Göran Berndes, Niclas Scott Bentsen, Ioannis Dimitriou, J.W.A. Langeveld +1 more
2016· article· en· Wiley Interdisciplinary Reviews Energy and Environment· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
aboutno affunlabeled
Food System Governance
Kate Clancy
2014· article· en· Journal of Agriculture Food Systems and Community Development· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
16
citations

How this was built: Screen · Findings · About