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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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Corrosion Behavior and Inhibition
Retraction
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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.

1,266 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.
1,266 works in the cohort · of 4,299,418page 5 of 26

Labels cover 3 of 1,266 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 1,266 of 1,266 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Effect of chloride on Cu corrosion in anaerobic sulphide solutions
Jian Chen, Z. Qin, Taylor Martino, David W. Shoesmith
2017· article· en· Corrosion Engineering Science and Technology The International Journal of Corrosion Processes and Corrosion Control· Materials Science
distilled prediction:candidate · noneconsensus · none
38
citations
affno abstractunlabeled
Effect of vanadium on galvanizing Si-containing steels
Xuping Su, Changjun Wu, Daniel Liu, Fucheng Yin, Zhongxi Zhu, Sui Yang
2010· article· en· Surface and Coatings Technology· Materials Science
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Corrosion-related failures in heat exchangers
Murad Ali, Anwar Ul‐Hamid, Tayyab Khan, Abdulhakim Bake, Haider Butt, Olufemi E. Bamidele +1 more
2021· article· en· Corrosion Reviews· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
34
citations
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How this was built: Screen · Findings · About