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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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Masonry and Concrete Structural Analysis
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Label status

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.

507 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.
507 works in the cohort · of 4,299,418page 5 of 11

Labels cover 1 of 507 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 507 of 507 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Impact of climate on multi-wythe stone masonry walls
Andrea C. Isfeld, Nigel G. Shrive
2015· article· en· Proceedings of the Institution of Civil Engineers - Engineering History and Heritage· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
afffundaboutunlabeled
On the Dynamic Behaviour of Strengthened Stone Masonry Walls
Abdelsamie Elmenshawi, Mohamed Sorour, Don Duchesne, Jocelyn Paquette, Aftab Mufti, Leslie G. Jaeger +1 more
2010· article· en· Advanced materials research· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
ASSESSMENT OF EXISTING STEEL FRAMES WITH INFILLS UNDER MULTIPLE EARTHQUAKES
Luigi Di Sarno, Jing‐Ren Wu, Mario D’Aniello, Silvia Costanzo, Raffaele Landolfo, Oh‐Sung Kwon +1 more
2019· article· en· Proceedings of the 7th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2015)· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
SEISMIC VULNERABILITY ASSESSMENT OF NON-ENGINEERED MASONRY BUILDINGS IN MALAWI
Viviana Novelli, Ignasio Ngoma, Panos Kloukinas, Innocent Kafodya, Raffaele De Risi, John H G Macdonald +1 more
2019· article· en· Proceedings of the 7th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2015)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
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