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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.

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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Heat and Mass Transfer in Porous Media
Retraction
Abstract
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Study design
Label agreement
Label status

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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

340 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
340 works in the cohort · of 4,299,418page 6 of 7

Labels cover 0 of 340 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 340 of 340 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Pore-Scale Modeling in Metal Foam Heat Exchanger
Adam Reduan Chin, Jundika C. Kurnia, Agus P. Sasmito
2022· article· en· ECS Transactions· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Role of catalyst topology in methanol synthesis
Kemal F. Hastadi, Milinkumar T. Shah, Tejas Bhatelia, Biao Sun, Vishnu Pareek
2024· article· en· The Canadian Journal of Chemical Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Compartmental Modeling of Co2 Absorption in a Rotating Packed Bed
Roshanak Rabiee, Alireza Shams, Jaber Shabanian, Mojtaba Mokhtari, Véronique Pugnet, Jamal Chaouki
2024· preprint· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
affno abstractunlabeled
Gradient flow
Stephanie Alexander, Vitali Kapovitch, Anton Petrunin
2024· book-chapter· en· Graduate studies in mathematics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Flow with heat addition
E. M. Greitzer, C. S. Tan, M. B. Graf
2004· book-chapter· en· Cambridge University Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
fundno affunlabeled
Rivulet flow and stability
Margaret Hongxia Liang
2009· article· en· cIRcle (University of British Columbia)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)80297-3
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Heat transfer in a fixed bed of particles for energy storage: a multi-scale numerical study
M. Belot, Thanh-Tong Phan, Florian Euzenat, J-L. Pierson, David Teixeira, Guillaume Vinay +3 more
2018· article· en· Proceeding of THMT-18. Turbulence Heat and Mass Transfer 9 Proceedings of the Ninth International Symposium On Turbulence Heat and Mass Transfer· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Poiseuelle flow through a channel bounded by porous layers
Hani I. Siyyam, M. H. Hamdan
2009· article· en· International Conference on Mathematical methods, Computational techniques and Intelligent systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Compact Heat Transfer Flow Structures
Adrian Bejan, İbrahim Dinçer, Sylvie Lorente, António F. Miguel, A. Heitor Reis
2004· book-chapter· en· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

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