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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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Osuva (University of Vaasa)
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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.

98 results · 1 filter active ·
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20022025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
98 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 98 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 98 of 98 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Muuttoautojen verokohtelu Suomessa
2002· other· fi· Osuva (University of Vaasa)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Maahanmuuton työmarkkinavaikutukset Euroopassa
2015· other· fi· Osuva (University of Vaasa)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
Postipalveluiden arvonlisäverotus
2008· other· fi· Osuva (University of Vaasa)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Kestävän teollisen ekosysteemin mallinnus
2021· other· en· Osuva (University of Vaasa)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
CSR and Nordic Stock Returns During COVID-19
Miika Lehtinen
2025· other· en· Osuva (University of Vaasa)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
#Ylegate. Yle-kohun eteneminen Twitter-keskusteluissa
2018· other· fi· Osuva (University of Vaasa)
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
Asuntohintojen muodostuminen paikallisesti
2012· other· fi· Osuva (University of Vaasa)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Emu ja epäsymmetristen häiriöiden ongelma
2002· other· fi· Osuva (University of Vaasa)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Rubriker i tidskriften Se och Hör
2006· other· fi· Osuva (University of Vaasa)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
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