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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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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
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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.

160 results · 1 filter active ·
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20112025
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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.
160 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 160 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 160 of 160 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Poole Creek Aerial Surveys - Airborne Coastal Observatory
Hakai Geospatial
2025· dataset· Hakai Institute
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
Fin Island & K'yel - 2020 - Airborne Coastal Observatory Data
Hakai Geospatial
2020· dataset· Hakai Institute
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+open_science+research_integrity+insufficient_payload
0
citations
affaboutunlabeled
Discovery Islands LiDAR Dataset - 2014 - British Columbia - Canada
LiDAR Research Group, Hakai Geospatial
2014· dataset· Hakai Institute
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
Owikeno Lake Bathymetric Survey
2019· dataset· en· Hakai Institute
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Northwest Calvert Substrate Mapping
2020· dataset· en· Hakai Institute
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Hyperspectral Imagery - Calvert Island - 2012
Terra Remote Sensing Team, Gordon Frazer, David Mostyn, Hakai Geospatial
2012· dataset· Hakai Institute
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
0
citations
affunlabeled
Hakai Institute Nutrients (Dosser et al., 2021)
2013· dataset· en· Hakai Institute
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
Botanical Beach - Juan de Fuca Provincial Park - Drone Mapping
William McInnes, Hakai Geospatial
2020· dataset· Hakai Institute
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
Bamfield Region UAV Imagery and Surface Model Data
Hakai Geospatial, Keith Holmes, William McInnes
2016· dataset· Hakai Institute
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity
0
citations
aboutno affunlabeled
Eelgrass Extent - Coastal British Columbia
2016· dataset· en· Hakai Institute
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Stream Temperature Observations for Three Streams Near Gold River
Isabelle Desmarais, Ian Giesbrecht
2024· dataset· Hakai Institute
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity
0
citations

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