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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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IOP Conference Series Materials Science and Engineering
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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.

429 results · 1 filter active ·
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20092025
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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.
429 works in the cohort · of 4,299,418page 4 of 9

Labels cover 0 of 429 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 429 of 429 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Building Energy and IAQ improvement by Coupled Model
Seyedmohammadreza Heibati, Wahid Maref, Hamed H. Saber
2019· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Bent dendrite growth in undercooled Fe-B alloy melts
Christoph Karrasch, T. Volkmann, J. Valloton, Matthias Kolbe, D.M. Herlach
2016· article· en· IOP Conference Series Materials Science and Engineering· Materials Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Galvanic displacement of metals on semiconductor nanocrystals
Melanie Johnson, Joel A. Kelly, Eric J. Henderson, Jonathan G. C. Veinot
2009· article· en· IOP Conference Series Materials Science and Engineering· Materials Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Review on Corrosion studies of Heat Treated Al-Si Alloy
M N Sanath, C L Nihal, Prabhuling, P M Shivaprasad, H.V Puneeth, M K Srinath
2022· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Design alternative on peat soil
Vicky Muroby, Chaidir Anwar Makarim
2020· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Die Quench Process Sensitivity of AA7050
R. Boulis, Sante DiCecco, Michael J. Worswick
2019· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
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How this was built: Screen · Findings · About