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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.

3,194 results · 1 filter active ·
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20132025
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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.
3,194 works in the cohort · of 4,299,418page 7 of 64

Labels cover 7 of 3,194 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 3,194 of 3,194 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Automated Gold Grain Counting. Part 1: Why Counts Matter!
Réjean Girard, Jonathan Trembaly, Alexandre Néron, Hugues Longuépée
2021· preprint· en· Preprints.org· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Waste Plastic Direct Extrusion Hangprinter
Aliaksei Petsiuk, Bharath Lavu, Rachel M. Dick, Joshua M. Pearce
2022· preprint· en· Preprints.org· Engineering
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
SCD: Stacked Carton Scene Detection
Jinrong Yang, Shengkai Wu, Lijun Gou, Hangcheng Yu, Chenxi Lin, Jiazhuo Wang +3 more
2022· preprint· en· Preprints.org· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
afffundunlabeled
AMDV Vaccine: Challenges and Perspectives
Nathan M. Markarian, Levon Abrahamyan
2021· preprint· en· Preprints.org· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
fundno affunlabeled
Science Pipelines for the Square Kilometre Array
J. S. Farnes, Ben Mort, Fred Dulwich, S. Salvini, Wesley Armour
2018· preprint· en· Preprints.org· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
afffundunlabeled
CRISPR-Generated Animal Models of Duchenne Muscular Dystrophy
Kenji Rowel Q. Lim, Quynh Nguyen, Kasia Dzierlega, Yiqing Huang, Toshifumi Yokota
2020· preprint· en· Preprints.org· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Cosmic Ray Extremely Distributed Observatory
P. Homola, Dmitriy Beznosko, Gopal Bhatta, Łukasz Bibrzycki, Łukasz Bratek, Michalina Borczyńska +57 more
2020· preprint· en· Preprints.org· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations

How this was built: Screen · Findings · About