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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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Image Enhancement Techniques
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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
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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.

473 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.
473 works in the cohort · of 4,299,418page 10 of 10

Labels cover 0 of 473 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 473 of 473 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Rapport du sondage sur les logiciels de recherche de l'Alliance
2025· report· fr· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
afffundno abstractunlabeled
A novel system for real-time planning and guidance of breast HDR brachytherapy
Éric Poulin, Lori Gardi, Kevin Barker, Jacques Montreuil, Jean Pouliot, Aaron Fenster +1 more
2015· book-chapter· en· World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Local adaptive tone mapping for video enhancement
Vladimir Lachine, Min Dai
2015· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Satellite Image Dehazing
Aditya Yeole
2023· article· en· International Journal for Research in Applied Science and Engineering Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About