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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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Complex Systems and Decision Making
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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.

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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.

1,260 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.
1,260 works in the cohort · of 4,299,418page 3 of 26

Labels cover 11 of 1,260 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 1,260 of 1,260 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Complex Decision Making
2007· book· en· Understanding complex systems· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
61
citations
affunlabeled
A Framework for Systemic Design
2014· article· en· FormAkademisk - forskningstidsskrift for design og designdidaktikk· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · metaresearch
61
citations
affno abstractunlabeled
Sustainable Development as a Wicked Problem
2012· book-chapter· en· Topics in safety, risk, reliability and quality· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
59
citations
affno abstractunlabeled
Management for sustainability
2018· article· en· Nature Sustainability· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
46
citations
affunlabeled
Rethinking Systems Theory
2007· article· en· Philosophy of the Social Sciences· Decision Sciences
distilled prediction:candidate · stsconsensus · none
40
citations
aboutno affgemma · no categorygpt · insufficient_payloadmodels split
Situation Normal? Repairing a Risky Ecology
2007· article· en· Social Studies of Science· Decision Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
38
citations
affunlabeled
Normal Risk
2004· article· en· Organization & Environment· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
34
citations
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How this was built: Screen · Findings · About