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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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Competitive and Knowledge Intelligence
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

371 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.
371 works in the cohort · of 4,299,418page 1 of 8

Labels cover 1 of 371 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 371 of 371 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The who, what and why of knowledge mapping
2001· article· en· Journal of Knowledge Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
215
citations
affunlabeled
Competitive intelligence
2008· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
183
citations
afffundunlabeled
Accuracy of forecasts in strategic intelligence
2014· article· en· Proceedings of the National Academy of Sciences· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
104
citations
affno abstractunlabeled
Competitive intelligence
2002· article· en· Annual Review of Information Science and Technology· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations
affunlabeled
A knowledge management reference model
2002· article· en· Journal of Knowledge Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
80
citations
affunlabeled
Market Intelligence Dissemination Practices
2019· article· en· Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
56
citations
afffundunlabeled
Competitive intelligence practices: A South African study
2002· article· en· South African Journal of Business Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
51
citations
affunlabeled
Le jeu de l'intelligence collective
2003· article· fr· Sociétés· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
35
citations
affno abstractunlabeled
Information processing and leadership.
2004· article· en· Human Relations· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
aboutno affunlabeled
The management of strategy
2009· book· en· South-Western Cengage Learning eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
30
citations
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