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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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Risk and Safety Analysis
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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
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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.

1,399 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.
1,399 works in the cohort · of 4,299,418page 11 of 28

Labels cover 3 of 1,399 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 1,399 of 1,399 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Human Error in Power Plant Maintenance
B.S. Dhillon
2014· book-chapter· en· Springer series in reliability engineering· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
DEVS Standardization: Foundations and Trends
Gabriel Wainer, Khaldoon Al‐Zoubi, David R.C. Hill, Saurabh Mittal, José L. Risco‐Martín, Hessam S. Sarjoughian +3 more
2010· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
4
citations
affunlabeled
Developing Safety Standards for FCVs and Hydrogen Vehicles
Glenn W. Scheffler, Jake DeVaal, Gery J. Kissel, Michael Veenstra, Tommy Chang, Naoki Kinoshita +4 more
2009· article· en· SAE International Journal of Passenger Cars - Mechanical Systems· Decision Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
A new fuzzy-dynamic risk and reliability assessment
Majid Vaziri Sarashk, Sohrab Khanmohammadi, Mahmood Alborzi
2014· article· en· Decision Science Letters· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
4
citations
fundno affunlabeled
Assessing Reliability in Energy Supply Systems
Ryan McCarthy, Joan M. Ogden, Dan Sperling
2008· preprint· en· eScholarship (California Digital Library)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Introduction
Faisal Khan, Seyed Javad Hashemi
2017· book-chapter· en· Methods in chemical process safety· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Learning From the Experience
Howard Pike
2017· book-chapter· en· Methods in chemical process safety· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Future of inherently safer design
Paul Amyotte, Kayleigh Rayner Brown, Faisal Khan, Mohammad Alauddin
2023· book-chapter· en· Methods in chemical process safety· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
A Text Analysis for Operational Risk Loss Descriptions
Davide Di Vincenzo, Francesca Greselin, Fabio Piacenza, Ričardas Zitikis
2022· article· en· SSRN Electronic Journal· Decision Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
4
citations
affunlabeled
Failure Mode and Effects Analysis of Compressor Blades of Aeroengines Using Dempster-Shafer Evidence Theory
Jianping Yang, Hong-Zhong Huang, Li-Ping He, Dunwei Wen, Shun‐Peng Zhu
2011· article· en· Volume 7: 5th International Conference on Micro- and Nanosystems; 8th International Conference on Design and Design Education; 21st Reliability, Stress Analysis, and Failure Prevention Conference· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affaboutunlabeled
The OECD Pipe Failure Data Exchange Project: Validation of Canadian Data
Tom Viglaski, Andrei Blahoianu, Bengt Lydell, Jovica Riznic
2006· article· en· Volume 1: Plant Operations, Maintenance and Life Cycle; Component Reliability and Materials Issues; Codes, Standards, Licensing and Regulatory Issues; Fuel Cycle and High Level Waste Management· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
3
citations
aboutno affunlabeled
Development of an Integrated Approach to the Risk Analysis of a Blow-out Accident
Paola Blotto, Michele Bonuccelli, Gianni Morale, Edoardo Dellarole, M. Falcitelli, F. Podenzani
2004· article· en· Proceedings of SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production· Decision Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
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