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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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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.

7,507 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.
7,507 works in the cohort · of 4,299,418page 1 of 151

Labels cover 35 of 7,507 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 7,507 of 7,507 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Toronto emotional speech set (TESS)
2020· dataset· en· Borealis· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
209
citations
affunlabeled
2011 - 2021 OA APCs
2021· dataset· en· Borealis
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
COVID-19 Twitter Dataset
2020· dataset· en· Borealis
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
OA APC longitudinal study dataset 2019
2019· dataset· en· Borealis
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Pelagic Species Trait Database
2023· dataset· en· Borealis
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
B-TIM snow for JRA55
2024· dataset· en· Borealis· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affaboutunlabeled
SARS-CoV-2 Seroprevalence in Canada
2024· dataset· en· Borealis· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
3
citations
affaboutunlabeled
List of Canadian independent, scholarly journals (2020)
2021· dataset· en· Borealis· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · none
2
citations
affaboutunlabeled
Canadian Election Study, 2004-2011
2012· dataset· en· Borealis
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Tweets to Donald Trump (@realDonaldTrump)
2017· dataset· en· Borealis· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
SS2 Biosignals and Sleep stages
2021· dataset· en· Borealis
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affaboutunlabeled
Canadian beef producer survey, 2020
2022· dataset· en· Borealis
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affaboutunlabeled
Global Salt Experiment
2021· dataset· en· Borealis
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
SEEDNet Library
2024· dataset· en· Borealis
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
OCTID citation
2018· dataset· en· Borealis
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
WNED datasets and results
2017· dataset· en· Borealis· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
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How this was built: Screen · Findings · About