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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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Geotechnical Engineering and Soil Stabilization
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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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venuejournal
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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.

1,126 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.
1,126 works in the cohort · of 4,299,418page 4 of 23

Labels cover 1 of 1,126 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 1,126 of 1,126 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.

venueno affunlabeled
Geotechnical properties of Pusan clays
S. G. Chung, Pham Huy Giao, Gyu jeong Kim, Serge Leroueil
2002· article· en· Canadian Geotechnical Journal· Engineering
machine prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Kinematics of soil arching in piled embankments
Louis King, Abdelmalek Bouazza, Stephen Dubsky, R. Kerry Rowe, Joel Gniel, Ha H. Bui
2019· article· en· Géotechnique· Engineering
machine prediction:candidate · noneconsensus · none
50
citations
afffundunlabeled
Arch in granular materials as a free surface problem
Peijun Guo, Shunhua Zhou
2012· article· en· International Journal for Numerical and Analytical Methods in Geomechanics· Engineering
machine prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Reclamation of a slurry pond in Singapore
Jian Chu, M. W. Bo, Arul Arulrajah
2009· article· en· Proceedings of the Institution of Civil Engineers - Geotechnical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
46
citations
afffundunlabeled
Compressive Strength of Compacted Clay-Sand Mixes
Faseel S. Khan, Shahid Azam, Mavinakere Eshwaraiah Raghunandan, R. A. Clark
2014· article· en· Advances in Materials Science and Engineering· Engineering
machine prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Loading tests on compacted soil, bottom-ash and lime layers
Nilo César Consoli, Antônio Thomé, Maciel Donato, James Graham
2008· article· en· Proceedings of the Institution of Civil Engineers - Geotechnical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
40
citations
afffundunlabeled
Soil improvement by internally reinforced stone columns
Tahar Ayadat, Adel Hanna, A. Hamitouche
2008· article· en· Proceedings of the Institution of Civil Engineers - Ground Improvement· Engineering
machine prediction:candidate · noneconsensus · none
39
citations
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