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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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Proceedings of the Institution of Civil Engineers - Engineering Sustainability
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Retraction
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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
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aboutaboutness

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

20 results · 1 filter active ·
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20062025
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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.
20 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 20 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 20 of 20 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Retrofit versus new-build house using life-cycle assessment
Teresa Mc Grath, Sreejith Nanukuttan, Kieran Owens, Muhammed Basheer, Peter Keig
2012· article· en· Proceedings of the Institution of Civil Engineers - Engineering Sustainability· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations
affunlabeled
Environmental impacts of drilled shafts in sand
Mina Lee, Dipanjan Basu
2022· article· en· Proceedings of the Institution of Civil Engineers - Engineering Sustainability· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Evaluation of the impact of Covid-19 on transport sustainability in Iran
Navid Nadimi, Mohammad Ali Zayandehroodi, Fatemeh Rahmani, Morteza Asadamraji, Todd Litman
2023· article· en· Proceedings of the Institution of Civil Engineers - Engineering Sustainability· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
5
citations
aboutno affunlabeled
Towards the development of eco-industrial estates in Bhutan
Sonam Wangdi, Madhav Prasad Nepal
2017· article· en· Proceedings of the Institution of Civil Engineers - Engineering Sustainability· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Editorial
Aryan Hojjati
2024· editorial· en· Proceedings of the Institution of Civil Engineers - Engineering Sustainability· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Proposal for a UK domestic water trading scheme
John Griggs, Paul Jeffrey
2007· article· en· Proceedings of the Institution of Civil Engineers - Engineering Sustainability· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Editorial: Sustainable and resilient infrastructure
Aryan Hojjati
2025· article· en· Proceedings of the Institution of Civil Engineers - Engineering Sustainability· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

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