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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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Edinburgh Napier Research Repository (Edinburgh Napier University)
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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.

47 results · 1 filter active ·
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20012025
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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.
47 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 47 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 47 of 47 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Timber cladding in Scotland
Ivor Davies, Bruce Walker, James Pendlebury
2002· book· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · none
10
citations
aboutno affunlabeled
Five senses.
2005· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Tourism Management: An Introduction
2012· book· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · sts+research_integrity
0
citations
aboutno affunlabeled
How to boost chemistry with a focus on green issues
2023· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Rich Pictures of the Future
2017· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
0
citations
aboutno affunlabeled
Outside the Box [HD video]
2015· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
aboutno affunlabeled
The Loop [HD video]
2009· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
aboutno affunlabeled
Rememberance & Reconciliation
Gerardine Matthews-Smith, Linda Irvine Fitzpatrick, Emma Gall
2025· article· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Animal-selves in Inuit Dream-cultures
2024· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
Film: Bunny
2018· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Do attractions attract tourists?
2019· article· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Terrors of the Night: Essays on Art, Myth and Dreams
2024· book· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
aboutno affunlabeled
Chester Brown
2025· book· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Neuroscience
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
aboutno affunlabeled
The Forum (Wood).
2015· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Killing Robots
2019· other· fr· Edinburgh Napier Research Repository (Edinburgh Napier University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
The Hold
2014· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Wolves From Above
2018· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Lost for Words
2025· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
Blackwool
2023· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Materials Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
kulturBOT poetry read at Edmonton Poetry Festival
2013· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
The Cambridge Companion to the Scottish Novel
2025· book· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · sts
0
citations
aboutno affunlabeled
Science: What we should teach and how we should teach it
Colin McGill, Eric Easton, Heather Earnshaw
2025· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+bibliometrics+sts+research_integrity
0
citations
aboutno affunlabeled
Medbøe | Karlzon
2019· other· en· Edinburgh Napier Research Repository (Edinburgh Napier University)· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations

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