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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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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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 9 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.

venueno affunlabeled
The role of BIM for safety and security management
Fabio Garzia, Mara Lombardi
2018· article· en· International Journal of Sustainable Development and Planning· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations
aboutno affunlabeled
Sistema Last Planner X Advanced Work Packaging
Eduarda da Silva Scott Hood, Eduardo Luís Isatto, Carlos Torres Formoso
2021· article· en· Simpósio Brasileiro de Gestão e Economia da Construção/Anais do ... Simpósio Brasileiro de Gestão e Economia da Construção· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
12
citations
affunlabeled
Simulation of scheduling logic using dynamic functions
Adel Francis, Jacques Bibaï, Edmond T. Miresco
2013· article· en· Proceedings of the Institution of Civil Engineers - Management Procurement and Law· Engineering
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Energy-based target cost modelling for construction projects
Aladdin Alwisy, Béda Barkokébas, Samer Bu Hamdan, Mustafa Gül, Mohamed Al‐Hussein
2018· article· en· Journal of Building Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
11
citations
afffundaboutunlabeled
Simulation of mobile crane operations in 3D space
SangHyeok Han, Mohamed Al‐Hussein, Shafiul Hasan, Kamil Umut Gökçe, Ahmed Bouferguène
2012· article· en· Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC)· Engineering
distilled prediction:candidate · noneconsensus · none
11
citations

How this was built: Screen · Findings · About