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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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Innovation and Knowledge 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.

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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.

1,665 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.
1,665 works in the cohort · of 4,299,418page 8 of 34

Labels cover 8 of 1,665 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 1,665 of 1,665 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Noise as Signal in Learning from Rare Events
David Maslach, Oana Branzei, Claus Rerup, Mark Zbaracki
2018· article· en· Organization Science· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
40
citations
affunlabeled
Planning Knowledge for Phased Rollout Projects
Douglas C. Bower, Derek H.T. Walker
2007· article· en· Project Management Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
39
citations
affunlabeled
Key issues in managing technology transfer projects
Kalinga Jagoda, Bharat Maheshwari, Robert Lonseth
2010· article· en· Management Decision· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
38
citations
affunlabeled
Being Good When Not Doing Well
Rajat Panwar, Erlend Nybakk, Jonatan Pinkse, Eric Hansen
2015· article· en· Organization & Environment· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
36
citations
affunlabeled
How entrepreneurial actions transform customer capital through time
Anthony Wensley, Juan‐Gabriel Cegarra‐Navarro, Gabriel Cepeda‐Carrión, Antonio Genaro Leal Millán
2011· article· en· International Journal of Manpower· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
35
citations
affno abstractunlabeled
Building Effective Networks
Rosalie L. Tung
2002· article· en· Journal of Management Inquiry· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
35
citations
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