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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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Journal of Loss Prevention in the Process Industries
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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
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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.

104 results · 1 filter active ·
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20002025
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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.
104 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 104 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 104 of 104 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Risk-based shutdown management of LNG units
Ghaffar Keshavarz, Premkumar Thodi, Faisal Khan
2011· article· en· Journal of Loss Prevention in the Process Industries· Decision Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
afffundno abstractunlabeled
Investigation of marginally explosible dusts
Albert Addo, Maria Portarapillo, Almerinda Di Benedetto, Yajie Bu, Ashok G. Dastidar, Faisal Khan +1 more
2024· article· en· Journal of Loss Prevention in the Process Industries· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Risk analysis of Chongqing urban rail transit network
Feng Fang, Hongtu Wang, Kun Chen, Faisal Khan
2020· article· en· Journal of Loss Prevention in the Process Industries· Environmental Science
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Laminar burning velocities of various silanes
Jenny Chao, John H. S. Lee, C. Regis Bauwens, S.B. Dorofeev
2014· article· en· Journal of Loss Prevention in the Process Industries· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
An Editor's perspective on giants and disasters
Paul Amyotte
2014· article· en· Journal of Loss Prevention in the Process Industries· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
5
citations
afffundno abstractunlabeled
Using dimensional analysis to assess dust explosion severity
Mohammad Alauddin, Albert Addo, Michael J. Pegg, Paul Amyotte
2025· article· en· Journal of Loss Prevention in the Process Industries· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
afffundno abstractunlabeled
Safety analysis and risk assessment of a Micro-GtL Plant
Mahdi Sharifian, Federico Galli, Bill Timbers, Nicolas Hudon, Gregory S. Patience
2023· article· en· Journal of Loss Prevention in the Process Industries· Decision Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
afffundno abstractunlabeled
Safety design of Experimental Plasma Generation Systems
Daniel Bondarenko, Hossam A. Gabbar, C.A. Barry Stoute
2017· article· en· Journal of Loss Prevention in the Process Industries· Materials Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
[no title]
Paul Amyotte
2006· article· en· Journal of Loss Prevention in the Process Industries· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations

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