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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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Modular and Offsite Construction (MOC) Summit Proceedings
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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.

242 results · 1 filter active ·
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20152025
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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.
242 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 242 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 242 of 242 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundvenueunlabeled
Automation of Quantity Take-off for Modular Construction
Hongru Zhao, Hexu Liu, Mohamed Al‐Hussein
2015· article· en· Modular and Offsite Construction (MOC) Summit Proceedings· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
afffundvenueunlabeled
Computer-vision based rapid entire body analysis (REBA) estimation
Chao Fan, Qipei Mei, Qiuling Yang, Xinming Li
2022· article· en· Modular and Offsite Construction (MOC) Summit Proceedings· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
4
citations
affvenueaboutunlabeled
Canadian Mass Timber Demonstration Projects Initiatives
Mohammad Mohammad, Julie Tourrilhes, Richard Coxford, Miranda Williamson
2019· article· en· Modular and Offsite Construction (MOC) Summit Proceedings· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
Oscillation Reduction Method for Fast Crane Operation
T.T.S. Kuo, Yu-Chou Chiang, Sheng-Yung Cheng, Shih‐Chung Kang
2015· article· en· Modular and Offsite Construction (MOC) Summit Proceedings· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Lean as an Integrator of Modular Construction
Bruno Soares de Carvalho, Sérgio Scheer
2019· article· en· Modular and Offsite Construction (MOC) Summit Proceedings· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
venueno affunlabeled
Key technologies for prefabricated timber buildings
Minjuan He, Jing Luo, Zheng Li
2017· article· en· Modular and Offsite Construction (MOC) Summit Proceedings· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Iot-based architecture to improve workflow in bricks manufacturing
Dorra Karmaoui, Wassim AlBalkhy, Thomas Danel, Zoubeir Lafhaj, Agnès Jullien, Christophe Chapiseau
2022· article· en· Modular and Offsite Construction (MOC) Summit Proceedings· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations

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