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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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Advanced Sensor and Energy Harvesting Materials
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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.

1,784 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.
1,784 works in the cohort · of 4,299,418page 4 of 36

Labels cover 0 of 1,784 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 1,784 of 1,784 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Roadmap on energy harvesting materials
Vincenzo Pecunia, S. Ravi P. Silva, Jamie Phillips, Elisa Artegiani, Alessandro Romeo, Hongjae Shim +110 more
2023· article· en· Journal of Physics Materials· Engineering
distilled prediction:candidate · noneconsensus · none
114
citations
afffundunlabeled
Gas-Responsive Polymers
Qi Zhang, Lei Lei, Shiping Zhu
2017· article· en· ACS Macro Letters· Engineering
distilled prediction:candidate · noneconsensus · none
105
citations
affno abstractunlabeled
Bioinspired kirigami metasurfaces as assistive shoe grips
Sahab Babaee, Simo Pajovic, Ahmad Rafsanjani, Yichao Shi, Katia Bertoldi, Giovanni Traverso
2020· article· en· Nature Biomedical Engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
101
citations
fundno affno abstractunlabeled
Mucosa-interfacing electronics
Kewang Nan, Vivian R. Feig, Binbin Ying, Julia G. Howarth, Ziliang Kang, Yiyuan Yang +1 more
2022· review· en· Nature Reviews Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
98
citations
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How this was built: Screen · Findings · About