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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
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
2016· article· en· Science Technology & Human Values· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
337
citations
affno abstractunlabeled
A global plastic treaty must cap production
2022· letter· en· Science· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
253
citations
fundno affunlabeled
Bioeconomy and Global Inequalities
2021· book· en· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations
affunlabeled
The roadmap of bioeconomy in China
2022· review· en· Engineering Biology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
44
citations
affaboutunlabeled
Monitor biodiversity for action
2022· editorial· en· Science· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
32
citations
aboutno affunlabeled
Food System Governance
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