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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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Philosophical Transactions of the Royal Society B Biological Sciences
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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.

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

Labels cover 0 of 718 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 718 of 718 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
DNA barcoding Australia's fish species
2005· article· en· Philosophical Transactions of the Royal Society B Biological Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
4,263
citations
affunlabeled
Greenhouse gas mitigation in agriculture
2007· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
2,516
citations
affaboutunlabeled
The social context of well–being
2004· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Psychology
distilled prediction:candidate · stsconsensus · sts
2,319
citations
affunlabeled
Climate change and food security
2005· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
1,066
citations
affunlabeled
Eco-evolutionary dynamics
2009· article· en· Philosophical Transactions of the Royal Society B Biological Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
558
citations
affunlabeled
Is there a dysexecutive syndrome?
2007· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Medicine
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
550
citations
affunlabeled
Antibiotics as signalling molecules
2007· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
492
citations
fundno affunlabeled
Effects of environmental change on wildlife health
2009· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
361
citations
affunlabeled
The puzzle of monogamous marriage
2012· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Social Sciences
distilled prediction:candidate · stsconsensus · sts
350
citations

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