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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 4 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.

affunlabeled
Entropy‐Driven Liquid Electrolytes for Lithium Batteries
Qidi Wang, Chenglong Zhao, Zhenpeng Yao, Jianlin Wang, Fangting Wu, Sai Govind Hari Kumar +6 more
2023· article· en· Advanced Materials· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
175
citations
affunlabeled
A Thermally Stable Semiconducting Polymer
Shinuk Cho, Jung Hwa Seo, Sung Heum Park, Serge Beaupré, Mario Leclerc, Alan J. Heeger
2009· article· en· Advanced Materials· Engineering
distilled prediction:candidate · noneconsensus · none
169
citations
affunlabeled
Toward Design of Novel Materials for Organic Electronics
Pascal Friederich, Artem Fediai, Simon Kaiser, Manuel Konrad, Nicole Jung, Wolfgang Wenzel
2019· review· en· Advanced Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
167
citations
afffundunlabeled
Recent Progress on Self‐Healable Conducting Polymers
Yang Li, Xin Zhou, Biporjoy Sarkar, Noémy Gagnon‐Lafrenais, Fabio Cicoira
2022· review· en· Advanced Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
156
citations
afffundunlabeled
Thermally Stable Red‐Emitting Oxide Ceramics for Laser Lighting
Zhiyu Yang, Tristan de Boer, Patrick M. Braun, Binbin Su, Qinyuan Zhang, A. Moewes +1 more
2023· article· en· Advanced Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
150
citations
afffundunlabeled
Mixed Lead Halide Passivation of Quantum Dots
James Z. Fan, Nigel T. Andersen, Margherita Biondi, Petar Todorović́, Bin Sun, Olivier Ouellette +5 more
2019· article· en· Advanced Materials· Engineering
distilled prediction:candidate · noneconsensus · none
150
citations
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