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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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Rheology and Fluid Dynamics Studies
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Abstract
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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
aboutaboutness

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

1,102 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.
1,102 works in the cohort · of 4,299,418page 22 of 23

Labels cover 4 of 1,102 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 1,102 of 1,102 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
Flow of Materials
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Chemical Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Hydrodynamic Spinning
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Chemical Engineering
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
10.1063/1.4914411.6
A. Jeffrey Giacomin
2015· dataset· en· Default Digital Object Group· Chemical Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)81854-1
2000· article· en· Time to knit· Chemical Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
10.1063/1.5022109.1
2018· dataset· en· Default Digital Object Group· Chemical Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
10.1063/1.4914411.11
A. Jeffrey Giacomin, and P. H. Gilbert, A. M. Schmalzer
2015· dataset· en· Default Digital Object Group· Chemical Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Title Pages
Chang Dae Han
2007· paratext· en· Chemical Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Mixtures
Henning Struchtrup
2024· book-chapter· en· Chemical Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
in a Canadian Aboriginal Reserve
2010· article· en· Chemical Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Coupling and Mixing Efficiency in Marine MSFR
Y H Kim, Jeehyun Seong
2025· article· Transactions of the American Nuclear Society· Chemical Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
CFD in the Capillary Rheometry of Polyethylene Melts
Evan Mitsoulis, Savvas G. Hatzikiriakos
2012· article· en· International Conference on Simulation and Modeling Methodologies, Technologies and Applications· Chemical Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Rheological Models
Marcelo Epstein
2008· book-chapter· en· Chemical Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
10.1063/1.4914411.10
2015· dataset· en· Default Digital Object Group· Chemical Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
10.1063/1.5081719.1
Layal M. Jbara, A. Jeffrey Giacomin
2019· dataset· en· Default Digital Object Group· Chemical Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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