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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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Rheology and Fluid Dynamics Studies
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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.

1,102 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.
1,102 works in the cohort · of 4,299,418page 7 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Mesoscopic formulation of reptation
Hassan Eslami, Miroslav Grmela
2008· article· en· Rheologica Acta· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Linear viscoelastic behavior of bimodal polyethylene
Shadrach Kwakye-Nimo, Yongwoo Inn, Youlu Yu, Paula M. Wood‐Adams
2022· article· en· Rheologica Acta· Chemical Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
afffundunlabeled
Melt Fracture of Linear PE
Edward B. Muliawan, Savvas G. Hatzikiriakos, Martin Sentmanat
2005· article· en· International Polymer Processing· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
20
citations
afffundno abstractunlabeled
Multi-layer channel flows with yield stress fluids
Sarah Hormozi, K. Wielage-Burchard, I.A. Frigaard
2010· article· en· Journal of Non-Newtonian Fluid Mechanics· Chemical Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affunlabeled
Macro-size drop encapsulation
Amir Maleki, Sarah Hormozi, A. Roustaei, I.A. Frigaard
2015· article· en· Journal of Fluid Mechanics· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
Nonlinear dynamic moduli in asphalt
Jiri Stastna, Kamran R. Jorshari, Ludo Zanzotto
2002· article· en· Materials and Structures· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
Immersed buoyant viscoplastic injections
Soheil Akbari, Seyed Mohammad Taghavi
2022· article· en· Journal of Non-Newtonian Fluid Mechanics· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Modeling Filler Dispersion along a Twin-Screw Extruder
Tomás Lozano, Pierre G. Lafleur, Miroslav Grmela, Bruno Vergnes
2003· article· en· International Polymer Processing· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Orientation in Large-Amplitude Oscillatory Shear
A. M. Schmalzer, A. Jeffrey Giacomin
2014· article· en· Macromolecular Theory and Simulations· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
18
citations

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