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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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Wildlife-Road Interactions and Conservation
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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.

1,045 results · 1 filter active ·
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20002025
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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.
1,045 works in the cohort · of 4,299,418page 12 of 21

Labels cover 0 of 1,045 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 1,045 of 1,045 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Reducing Wildlife Collisions: What Is Working in Northeastern Ontario
A. J. Healy, KE Gunson
2014· article· fr· Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
afffundvenueaboutunlabeled
Do turtle roadkill hotspots shift from year to year?
David C. Seburn, Mackenzie Burns, Elena Kreuzberg, Leah Viau
2022· article· en· The Canadian Field-Naturalist· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Planning of Forest-Park Greenbelts
Edward Marchenko
2025· article· en· Vestnik Tomskogo gosudarstvennogo arkhitekturno-stroitel nogo universiteta JOURNAL of Construction and Architecture· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Mountain roads across the globe significantly alter local soil microclimates
R. R. Lejeune, Eduardo Fuentes‐Lillo, Amber Pirée, Dymphna Wiegmans, Lore Hostens, Jonathan Lenoir +12 more
2024· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Foraging Dataset
April Robin Martinig, Ashley McLaren
2019· dataset· en· Figshare· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About