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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 Research Explorer
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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

54 results · 1 filter active ·
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20082025
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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.
54 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 54 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 54 of 54 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
[no title]
María Soler Artigas, Louise V. Wain, Emmanouela Repapi, Ma’en Obeidat, Ian Sayers, Paul R. Burton +22 more
2011· article· en· Edinburgh Research Explorer· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
153
citations
affunlabeled
[no title]
Mathew Bullimore, Tudor Dimofte, Davide Gaiotto, Justin Hilburn, Hee‐Cheol Kim
2019· article· en· Edinburgh Research Explorer· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
78
citations
fundno affunlabeled
Zeros of Ramanujan Polynomials
Christopher Smyth, Ram Murty, Rob Wang
2011· article· en· Edinburgh Research Explorer· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
37
citations
affunlabeled
Perspectives on Open Science and scientific data sharing:an interdisciplinary workshop.
Giovanni Destro‐Bisol, Paolo Anagnostou, Marco Capocasa, Silvia Bencivelli, A Cerroni, Jorge L. Contreras +11 more
2014· article· en· Edinburgh Research Explorer· Computer Science
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_scienceconsensus · metaresearch+sts+scholarly_communication+open_science
36
citations
fundno affunlabeled
[no title]
Chris Blake, A. Amon, Marika Asgari, Maciej Bilicki, Andrej Dvornik, T. Erben +15 more
2020· article· en· Edinburgh Research Explorer· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
36
citations
fundno affunlabeled
[no title]
Tilman Tröster, Marika Asgari, Chris Blake, Matteo Cataneo, Catherine Heymans, H. Hildebrandt +23 more
2021· article· en· Edinburgh Research Explorer· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
fundno affunlabeled
Indoor Air Quality
Alastair C. Lewis, J. D. Allan, David C. Carslaw, David Carruthers, Roy M. Harrison, Mathew R. Heal +13 more
2022· report· en· Edinburgh Research Explorer· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
4
citations
fundno affunlabeled
[no title]
Sónia Matos, Matthew Fuller
2011· article· en· Edinburgh Research Explorer· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
UK Tower Block: complete collection
Miles; id_orcid 0000-0001-5512-5597 Glendinning, Edinburgh College of Art
2023· dataset· Edinburgh Research Explorer
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+bibliometrics+sts+open_science+research_integrity+insufficient_payload
0
citations
affunlabeled
Computational aspects of distortion
2024· article· en· Edinburgh Research Explorer· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
fmi-faim/faim-ipa: faim-ipa-0.3.5
2024· other· en· Edinburgh Research Explorer
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
affunlabeled
JuliaData/Tables.jl: v1.3.1
Jacob Quinn, David Anthoff, Takafumi Arakaki, Bogumił Kamiński, Milan Bouchet-Valat, Tamás Papp +19 more
2021· article· en· Edinburgh Research Explorer· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
fmi-faim/faim-ipa: faim-ipa-0.12.0
2025· other· en· Edinburgh Research Explorer
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
affunlabeled
adrn/gala: v1.9.0
2024· other· en· Edinburgh Research Explorer
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
fmi-faim/faim-ipa: faim-ipa-0.3.13
2024· other· en· Edinburgh Research Explorer
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
Autoethnography of an archive in process
2025· article· en· Edinburgh Research Explorer· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Brass Art: Collaboration
2011· article· en· Edinburgh Research Explorer· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Temples and Town of Elephantine
2025· article· en· Edinburgh Research Explorer· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
How Slow is Slow?
2010· other· en· Edinburgh Research Explorer
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
fundno affunlabeled
Destitution in the UK 2023 [full report]
2023· book· en· Edinburgh Research Explorer· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations

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