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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.

261 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.
261 works in the cohort · of 4,299,418page 2 of 6

Labels cover 0 of 261 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 261 of 261 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Designing modern furnace cooling systems
Jun Merry, J. Sarvinis, N. Voermann
2000· article· en· JOM· Engineering
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Whisker Formation on SAC305 Soldered Assemblies
Stephan Meschter, Polina Snugovsky, Zohreh Bagheri, Eva Kosiba, Marianne Romansky, Jeff Kennedy +2 more
2014· article· en· JOM· Engineering
machine prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Highlights of the Salt Extraction Process
Aida Abbasalizadeh, Seshadri Seetharaman, Lidong Teng, Seetharaman Sridhar, O. Grinder, Yukari Izumi +1 more
2013· article· en· JOM· Engineering
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Modeling peirce-smith converter operating costs
Ka Wing Ng, Ralph Harris, A.E. Wraith, Joël P. T. Kapusta, Roberto Parra
2005· article· en· JOM· Engineering
machine prediction:candidate · noneconsensus · none
16
citations
afffundno abstractunlabeled
Multiscale Modeling of Phase Transformations in Steels
Matthias Militzer, J.J. Hoyt, N. Provatas, Jörg Rottler, Chad W. Sinclair, Hatem S. Zurob
2014· article· en· JOM· Engineering
machine prediction:candidate · noneconsensus · none
15
citations
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How this was built: Screen · Findings · About