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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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Infrastructure Resilience and Vulnerability Analysis
Retraction
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Study design
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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.

485 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
485 works in the cohort · of 4,299,418page 9 of 10

Labels cover 1 of 485 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 485 of 485 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Editorial: Sustainable and resilient infrastructure
Aryan Hojjati
2025· article· en· Proceedings of the Institution of Civil Engineers - Engineering Sustainability· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Neostethynium Ogloblin 1964
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Global Fire Weather Indices - DC using overwintered DC start-up
Megan McElhinny, Piyush Jain, Justin Beckers, Chelene Hanes, Mike Flannigan
2019· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Empis (Enoplempis) mira
2021· article· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Introduction
İbrahim Dinçer, Janette Hogerwaard, Calin Zamfirescu
2015· book-chapter· en· Green energy and technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Simulation-Based Performance Evaluation of the Road Network in the Aftermath of an Earthquake: A Case Study of Montreal Island (Poster)
Umma Tamima, Luc Chouinard, AM Patel, Marin Dimitrov
2014· article· fr· Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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