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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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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.

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 8 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.

affunlabeled
Studies of Emissions From Oil Fires
Mervin F. Fingas, Patrick Lambert, Kezhi Li, Zhendi Wang, F.J. Ackerman, Steve Whiticar +6 more
2001· article· en· International Oil Spill Conference Proceedings· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affunlabeled
Multiobjective Optimization for Hazardous Materials Transportation
Bo Huang, Pierre Fery, Liangpei Zhang
2005· article· en· Transportation Research Record Journal of the Transportation Research Board· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
9
citations
affno abstractunlabeled
Inherently safer design principles in risk management
Kayleigh Rayner Brown, Albert Addo, Faisal Khan, Paul Amyotte
2020· book-chapter· en· Methods in chemical process safety· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
affno abstractunlabeled
Dynamic risk analysis—Fundamentals
Nicola Paltrinieri, Faisal Khan
2020· book-chapter· en· Methods in chemical process safety· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
aboutno affunlabeled
<scp>L</scp>ac‐<scp>M</scp>égantic accident: What we learned
J.P. Lacoursière, Paul‐André Dastous, Stéphanie Lacoursière
2015· article· en· Process Safety Progress· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
8
citations
affunlabeled
Blowout Risk in Drilling and Production
Faisal Khan, Majeed Abimbola, Seyed Javad Hashemi
2018· other· en· Encyclopedia of Maritime and Offshore Engineering· Decision Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Virtual Special Issue: Mapping Safety Science – Reviewing Safety Research
Floris Goerlandt, Jie Li, Genserik Reniers
2021· article· en· Safety Science· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+sts+insufficient_payload
8
citations
affno abstractunlabeled
Safety and Reliability: ESREL'99
Mahesh D. Pandey
2000· article· en· Structural Safety· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Generation modular reactors: A framework
Esam M.A. Hussein
2023· article· en· Nuclear Engineering and Design· Decision Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Probabilistic risk criteria and safety goals
Philippe Hessel, Michael Knochenhauer, Jan‐Erik Holmberg
2009· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affunlabeled
Fire Protection on Airplanes
Sham S. Hariram
2005· article· en· SAE technical papers on CD-ROM/SAE technical paper series· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
afffundunlabeled
Risk Analysis of Oilfield Gathering Station
Kun Chen, Dehuan Liu, Fan Zhiwen, Xu Chen, Faisal Khan
2018· article· en· Process Safety Progress· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
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