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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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BIM and Construction Integration
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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.

1,860 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.
1,860 works in the cohort · of 4,299,418page 7 of 38

Labels cover 5 of 1,860 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 1,860 of 1,860 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Simulation of modular building construction
Osama Mohsen, Paul J. Knytl, Basel Abdulaal, Jacek Olearczyk, Mohamed Al‐Hussein
2008· article· en· 2008 Winter Simulation Conference· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
INTEGRATING BAR CODING AND RFID TO AUTOMATE DATA COLLECTION FROM CONSTRUCTION SITES
Osama Moselhi and Samir El-Omari
2006· article· en· Proceedings of the Joint CIB W78, W102, ICCCBE, ICCC, and DMUCE International Conference on Computing and Decision Making in Civil and Building Engineering, Montreal, Canada, 14-16 June· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
venueno affunlabeled
BIM – Towards the entire lifecycle
Ralf Becker, Sören Loges, Sigrid Brell‐Çokcan, Viktoria Falk, Sabrina Hoenen, Sven Stumm +3 more
2018· article· en· International Journal of Sustainable Development and Planning· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Recent Trends in Construction Technology and Management
M. S. Ranadive, Bibhuti B. Das, Yusuf Mehta, Rishi Gupta
2022· book· en· Lecture notes in civil engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations
affunlabeled
Dimensions of Interoperability in the AEC Industry
Érik Poirier, Daniel Forgues, Sheryl Staub‐French
2014· article· en· Construction Research Congress 2014· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
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