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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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Conservation Science and Practice
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Retraction
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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.

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

211 results · 1 filter active ·
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20182025
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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.
211 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 211 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 211 of 211 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Avoiding wasted research resources in conservation science
Rachel T. Buxton, Elizabeth A. Nyboer, Karine E. Pigeon, Graham D. Raby, Trina Rytwinski, Austin J. Gallagher +6 more
2021· article· en· Conservation Science and Practice· Environmental Science
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · sts
65
citations
affunlabeled
Firefly tourism: Advancing a global phenomenon toward a brighter future
Sara M. Lewis, Anchana Thancharoen, Choong Hay Wong, Tania López‐Palafox, Paola Velasco Santos, Chiahsiung Wu +11 more
2021· article· en· Conservation Science and Practice· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
60
citations
afffundaboutunlabeled
Prioritizing nationally endemic species for conservation
Daniel Kraus, Amie Enns, Andrea Hebb, Stephen D. Murphy, D. Andrew R. Drake, Bruce Bennett
2022· article· en· Conservation Science and Practice· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
52
citations
affunlabeled
Severe human pressures in the Sundaland biodiversity hotspot
Megha Verma, William S. Symes, James Watson, Kendall R. Jones, James R. Allan, Oscar Venter +3 more
2020· article· en· Conservation Science and Practice· Environmental Science
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
A vision for documenting and sharing knowledge in conservation
Mark W. Schwartz, Dyhia Belhabib, Duan Biggs, Carly N. Cook, James Fitzsimons, Anthony J. Giordano +13 more
2019· article· en· Conservation Science and Practice· Environmental Science
distilled prediction:candidate · noneconsensus · none
22
citations
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How this was built: Screen · Findings · About