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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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Proceedings of the World Congress on Civil, Structural, and Environmental Engineering
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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.

578 results · 1 filter active ·
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20162025
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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.
578 works in the cohort · of 4,299,418page 7 of 12

Labels cover 0 of 578 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 578 of 578 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 affno abstractunlabeled
Evaluation of Deflections of Prestressed Concrete Beams
Min Sook Kim, Young Hak Lee
2016· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Optimization of Jacket Structure in Carbonate Soils
Nanda Kishore Yadla, Rama Mohan Gajulapalli, K K Kandasamy, Faris Ragheb Kamal
2022· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Sand-Biosolids Mixture Characterization and Potential
Ahmed M. M. Hasan, Ahmed M. Elwy, Begad A. Taha, Ahmed M. Mostafa, Sherif S. AbdelSalam
2022· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Inverted T-Beams in Structures: A Review
Amina Yakout, Bilal El-Ariss, Tamer El‐Maaddawy
2022· review· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Sludge as an Alternative to Cement for Canal Lining
Nahla Hazem, Ibrahim F. Mohamed, Abdelrahman M. Megahed, Ahmed A. de Gaafar, Sherif S. AbdelSalam
2022· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
An Assessment of Ambient Air Quality in Gyor, Hungary
A. Szabó Nagy, Zs. Csanádi
2018· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Analysis of Laterally Loaded Piled Raft Foundation
Stefano Stacul, Nunziante Squeglia
2019· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
How Do Chlorpyrifos Affect Programmed Cell Death in Rat Kidney?
Deniz Aksoy, Elvan Bakar, Ayşegül Çerkezkayabekir, Enis Ulucam
2018· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations

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