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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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Ocean Networks Canada Society
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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.

1,796 results · 1 filter active ·
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20082025
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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.
1,796 works in the cohort · of 4,299,418page 10 of 36

Labels cover 1 of 1,796 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 1,796 of 1,796 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
China Creek Hydrophone Deployed 2021-09-24
2021· dataset· en· Ocean Networks Canada Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Dellwood Seamounts Oxygen Sensor Deployed 2018-07-07
2021· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
Mothra Junction Box Deployed 2020-06-06
2020· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
China Creek Camera Lights Deployed 2025-06-05
2025· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
Barkley Canyon Tiltmeter Deployed 2021-02-10
2021· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
Cambridge Bay Adapter Deployed 2017-09-14
2017· dataset· en· Ocean Networks Canada Society· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Yarrow Point Navigation System Deployed 2022-02-17
2022· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow
0
citations
aboutno affunlabeled
Bullseye Pan Tilt Lights Deployed 2023-09-07
2023· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
ODP 1027C Hydrophone Deployed 2020-10-01
2020· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
Cambridge Bay Hydrophone Deployed 2021-09-15
2022· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow
0
citations
aboutno affunlabeled
Folger Deep Hydrophone Deployed 2015-09-12
2015· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
Cambridge Bay Oxygen Sensor Deployed 2014-09-26
2014· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
Patricia Bay Oxygen Sensor Deployed 2008-09-28
2010· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
Patricia Bay Oxygen Sensor Deployed 2008-09-28
2010· dataset· en· Ocean Networks Canada Society
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
Patricia Bay pH Sensor Deployed 2014-01-29
2014· dataset· en· Ocean Networks Canada Society· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Franklin Strait Ice Buoy Deployed 2012-03-21
2012· dataset· en· Ocean Networks Canada Society· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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