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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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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.

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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.

862 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.
862 works in the cohort · of 4,299,418page 7 of 18

Labels cover 0 of 862 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 862 of 862 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
2D Materials for All‐Solid‐State Lithium Batteries
Qianyi Ma, Yun Zheng, Dan Luo, Tyler Or, Yizhou Liu, Leixin Yang +6 more
2021· review· en· Advanced Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
91
citations
affunlabeled
Colloid Crystal Growth under Oscillatory Shear
O. Vickreva, O. Kalinina, Eugenia Kumacheva
2000· article· en· Advanced Materials· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
88
citations
afffundunlabeled
Machine‐Learning‐Aided Advanced Electrochemical Biosensors
Andrei Bocan, Roozbeh Siavash Moakhar, Carolina del Real Mata, Max Petkun, Tristan De Iure‐Grimmel, Sripadh Guptha Yedire +3 more
2025· review· en· Advanced Materials· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
87
citations
afffundaboutunlabeled
Electrochromic Bragg Mirror: ECBM
Engelbert Redel, Jacek Młynarski, Jonathon Moir, Feysal M. Ali, Huai Chen, Srebri Petrov +4 more
2012· article· en· Advanced Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
80
citations
afffundunlabeled
Li<sub>2</sub>S‐ or S‐Based Lithium‐Ion Batteries
Matthew Li, Zhongwei Chen, Tianpin Wu, Jun Lü
2018· review· en· Advanced Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
78
citations
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How this was built: Screen · Findings · About