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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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Aperture Neuro
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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.

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.

34 results · 1 filter active ·
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20212025
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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.
34 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 34 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 34 of 34 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
NiMARE: Neuroimaging Meta-Analysis Research Environment
Taylor Salo, Tal Yarkoni, Thomas E. Nichols, Jean‐Baptiste Poline, Murat Bilgel, Katherine L. Bottenhorn +10 more
2023· article· en· Aperture Neuro· Neuroscience
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
46
citations
affunlabeled
Proceedings of the OHBM Brainhack 2022
Stefano Moia, Hao-Ting Wang, Anibal Sólon Heinsfeld, Dorota Jarecka, Yufang Yang, Stephan Heunis +78 more
2024· article· en· Aperture Neuro· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Proceedings of the OHBM Brainhack 2021
Aki Nikolaidis, Matteo Manchini, Tibor Auer, Katherine L. Bottenhorn, Eva Alonso‐Ortiz, Gabriel González‐Escamilla +94 more
2023· article· en· Aperture Neuro· Neuroscience
distilled prediction:candidate · metaresearchconsensus · none
3
citations
affunlabeled
Dr. Sean Marrett (1960 - 2023): A Life of Joyful Engagement
Peter A. Bandettini, Bruce Fischl, Richard D. Hoge, Albert Gjedde, Alan C. Evans
2024· article· en· Aperture Neuro· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
afffundunlabeled
Proceedings of the OHBM Open Science Room 2024
Selma Lugtmeijer, Ju‐Chi Yu, Xiang-Zhen Kong, Pierre Bellec, Janine Bijsterbosch, Elizabeth DuPré +42 more
2025· article· en· Aperture Neuro· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · none
0
citations
afffundunlabeled
Proceedings of the OHBM Hackathon 2023
Yufang Yang, Anibal Sólon Heinsfeld, Andrea Gondová, Bruno Hebling Vieira, Qing Wang, Sina Mansour L. +40 more
2025· article· en· Aperture Neuro· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About