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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
Abstract
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Study design
Label agreement
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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
fundfunder
venuejournal
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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 8 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.

afffundunlabeled
Crude Glycerol as an Innovative Corrosion Inhibitor
Isam Al Zubaidi, Robert Jones, Mohammed Alzughaibi, Moayed Albayyadhi, Farzad Darzi, Hussameldin Ibrahim
2018· article· en· Applied System Innovation· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
affaboutunlabeled
The kinetics of copper corrosion in nitric acid
Joseph Turnbull, Ryan Szukalo, Dmitrij Zagidulin, Mark C. Biesinger, David W. Shoesmith
2020· article· en· Materials and Corrosion· Materials Science
distilled prediction:candidate · noneconsensus · none
20
citations
afffundaboutunlabeled
Biocide-mediated corrosion of coiled tubing
Mohita Sharma, Dongshan An, Tao Liu, Tijan Pinnock, Gerrit Voordouw
2017· article· en· PLoS ONE· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affno abstractunlabeled
Nitrogen-doped carbon hollow sphere capsules for a novel hybrid inhibitor based on lanthanum cations and 8-hydroxyquinoline: Synthesis, characterization, and self-healing properties in epoxy coating
Fatemeh Marhamati, Mohammad Ghaderi, Seyyed Arash Haddadi, Mohammad Arjmand, Marie‐Georges Olivier, Mohammad Mahdavian
2023· article· en· Colloids and Surfaces A Physicochemical and Engineering Aspects· Materials Science
distilled prediction:candidate · noneconsensus · none
19
citations
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How this was built: Screen · Findings · About