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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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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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aboutaboutness

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 3 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.

afffundno abstractunlabeled
Dynamic risk-based inspection methodology
Karan Bhatia, Faisal Khan, Hiralben Patel, Rouzbeh Abbassi
2019· article· en· Journal of Loss Prevention in the Process Industries· Decision Sciences
distilled prediction:candidate · noneconsensus · none
56
citations
affno abstractunlabeled
System reliability and system resilience
Ming J. Zuo
2021· article· en· Frontiers of Engineering Management· Decision Sciences
distilled prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Safety equipment: When protection becomes a problem
Erin M. Warshaw, Jamie P. Schlarbaum, Jonathan I. Silverberg, Joel G. DeKoven, Howard I. Maibach, Denis Sasseville +12 more
2019· article· en· Contact Dermatitis· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
51
citations
aboutno affunlabeled
Health and safety in welding and allied processes
Jane Blunt, Nigel C. Balchin
2002· book· en· Woodhead Publishing Limited eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
46
citations
affno abstractunlabeled
LPG vessels exposed to fire: Scale effects on pressure build-up
Giordano Emrys Scarponi, Gabriele Landucci, Albrecht Micheal Birk, Valerio Cozzani
2018· article· en· Journal of Loss Prevention in the Process Industries· Decision Sciences
distilled prediction:candidate · noneconsensus · none
41
citations

How this was built: Screen · Findings · About