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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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Lecture notes in civil engineering
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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.

1,497 results · 1 filter active ·
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20172025
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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.
1,497 works in the cohort · of 4,299,418page 1 of 30

Labels cover 0 of 1,497 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 1,497 of 1,497 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
affno abstractunlabeled
The Use of BIM for Robotic 3D Concrete Printing
Walid Anane, Ivanka Iordanova, Claudiane Ouellet‐Plamondon
2022· book-chapter· en· Lecture notes in civil engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affno abstractunlabeled
Wind Tunnel Experimentation on Stationary Downbursts at WindEEE Dome
Massimiliano Burlando, Djordje Romanić, Horia Hangan, Giovanni Solari
2019· book-chapter· en· Lecture notes in civil engineering· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
The Feasibility of Reuse in the Concrete Industry
Zaineb Al-Faesly, Martin Noël
2022· book-chapter· en· Lecture notes in civil engineering· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
5
citations
affno abstractunlabeled
Rubberized Alkali-Activated concrete—A Review
Arman Hatami Shirkouh, Ahmed Soliman
2022· book-chapter· en· Lecture notes in civil engineering· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Adopting Ecolabels in the Construction Industry via Blockchain
Dilusha Hemaal Kankanamge, Rajeev Ruparathna
2023· book-chapter· en· Lecture notes in civil engineering· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
4
citations
affno abstractunlabeled
Rapid Pavement Roughness Measurement of Geogrid-Stabilized Roads
Prajwol Tamrakar, Mark H. Wayne, Garrett Fountain, Aaron Schlessinger, Coady Cameron
2021· book-chapter· en· Lecture notes in civil engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affno abstractunlabeled
Self-Sensing Properties of Engineered Geopolymer Composites
M. A. Hossain, Khandaker M. Anwar Hossain
2022· book-chapter· en· Lecture notes in civil engineering· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations

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