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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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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.

591 results · 1 filter active ·
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20022025
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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.
591 works in the cohort · of 4,299,418page 4 of 12

Labels cover 48 of 591 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 591 of 591 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
BRAX, Brazilian labeled chest x-ray dataset
Eduardo Pontes Reis, Joselisa Péres Queiroz de Paiva, Maria C. B. da Silva, Guilherme Ribeiro, Victor Fornasiero de Paiva, Lucas Bulgarelli +12 more
2022· article· en· Scientific Data· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
affunlabeled
A database of mapped global fishing activity 1950–2017
Yannick Rousseau, Julia L. Blanchard, Camilla Novaglio, Kirsty A. Pinnell, Derek P. Tittensor, Reg Watson +1 more
2024· article· en· Scientific Data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
42
citations
afffundunlabeled
A global database of woody tissue carbon concentrations
Mahendra Doraisami, Rosalyn Kish, Nicholas J. Paroshy, Grant M. Domke, Sean C. Thomas, Adam R. Martin
2022· article· en· Scientific Data· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
affunlabeled
Applying the FAIR Principles to computational workflows
Sean R. Wilkinson, Meznah Aloqalaa, Khalid Belhajjame, Michael R. Crusoe, Bruno P. Kinoshita, Luiz Gadelha +17 more
2025· article· en· Scientific Data· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science
40
citations
affunlabeled
The 10-m cotton maps in Xinjiang, China during 2018–2021
Xiaoyan Kang, Changping Huang, Jing M. Chen, Xin Lv, Jin Wang, Tao Zhong +7 more
2023· article· en· Scientific Data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations
affunlabeled
ReMIND: The Brain Resection Multimodal Imaging Database
Parikshit Juvekar, Reuben Dorent, Fryderyk Kögl, Erickson Torio, Colton Barr, Laura Rigolo +12 more
2024· article· en· Scientific Data· Medicine
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
The Multilingual Picture Database
Jon Andoni Duñabeitia, Ana Baciero, Kyriakos Antoniou, Mark Antoniou, Esra Ataman, Cristina Baus +26 more
2022· article· en· Scientific Data· Psychology
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
31
citations

How this was built: Screen · Findings · About