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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 Perception and Management
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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.

727 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.
727 works in the cohort · of 4,299,418page 15 of 15

Labels cover 7 of 727 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 727 of 727 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Shaping risky choices
Marika Warren
2016· review· en· Healthcare Management Forum· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Ethics Guidelines for Environmental Epidemiologists – 2023 Revision
Ruth A. Etzel, Nivine Abbas, Michael Anastario, Adetoun Mustapha, Olayinka Osuolale, Atanu Sarkar +3 more
2024· article· en· ISEE Conference Abstracts· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Global Risk Assessment Dialogue
Julia Black
2013· book-chapter· en· OECD eBooks· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Systematic Thinking for Dignity
Susan G. Clark, Evan J. Andrews, Ana E. Lambert
2025· book-chapter· en· Natural resource management and policy· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Social Acceptability of Industrial Risk
Corinne Gendron, Alice Friser, Stéphanie Yates, Marie-Luc Arpin
2025· book-chapter· en· SpringerBriefs in applied sciences and technology· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affno abstractunlabeled
The art of governing public policy pathologies
Antunes Eanes Muaquesse
2025· preprint· Research Square· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · sts
0
citations
aboutno affno abstractunlabeled
Dynamics and Governance of Risk in Metro Vancouver
Stephanie E. Chang, Timothy L. McDaniels, Lily Yumagulova, Mark J. Stevens
2019· book-chapter· en· University of British Columbia Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Principles of risk decision-making
2022· article· en· Figshare· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
When only zero risk is acceptable—Why science is not enough
Stella Swanson, Guy Gilron, Joshua Dias
2017· article· en· Integrated Environmental Assessment and Management· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About