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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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Duo Research Archive (University of Oslo)
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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.

848 results · 1 filter active ·
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20002024
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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.
848 works in the cohort · of 4,299,418page 13 of 17

Labels cover 0 of 848 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 848 of 848 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Modelling ice using the River1D ice model
2024· dissertation· en· Duo Research Archive (University of Oslo)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Augumented well control
2020· dissertation· en· Duo Research Archive (University of Oslo)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Quebec
2017· report· en· Duo Research Archive (University of Oslo)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canada Goose
2006· report· no· Duo Research Archive (University of Oslo)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
COPIOUS TROPHY
2013· other· en· Duo Research Archive (University of Oslo)· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Gothic Ghost Story of Peter Pan
2024· dissertation· en· Duo Research Archive (University of Oslo)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Global trade-linked nickel cycle
2022· dissertation· en· Duo Research Archive (University of Oslo)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Export Development Canada (EDC)
2013· report· en· Duo Research Archive (University of Oslo)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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