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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.

affaffiliation
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venuejournal
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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 17 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.

aboutno affunlabeled
Grappling with Innovation
Robert G. Cooper
2007· article· en· Research-Technology Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Managing with communities for innovation, agility, and resilience
Karine Goglio, Florence Crespin‐Mazet, Laurent Simon, Patrick Cohendet, Etienne Wenger-Trayner
2023· article· en· European Management Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
When do MNCs fail to learn from prior failure experience?
Sungjin J. Hong
2015· article· en· Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
7
citations
venueno affunlabeled
Disillusionment from Failure as a Source of Successful Learning
Julien Cusin
2011· article· en· Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
fundaboutno affunlabeled
The Biotechnology Cluster in Vancouver
J. Adam Holbrook, Mónica Salazar-Acosta, Nicola J Crowden, S. Reibling, Katie Warfield, Nancy Weiner
2003· article· en· Global Spine Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
Business Model Architecture by Design
Ronald C. Beckett, John Dalrymple
2019· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affvenueaboutunlabeled
Les TPE de biotechnologie sont-elles contre nature ?
Robert H. Desmarteau, Anne‐Laure Saives
2012· article· fr· Revue internationale P M E Économie et gestion de la petite et moyenne entreprise· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Les communautés d'innovation
Patrick Cohendet, Laurent Simon, Benoît Sarazin
2017· book-chapter· fr· EMS Editions eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
6
citations
aboutno affunlabeled
The knowledge harvest: ensuring you reap what you sow
Anne Christie, Eric Sandelands
2000· article· en· Journal of Workplace Learning· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
6
citations
venueno affunlabeled
Conduire l’internationalisation des PME
François Pantin
2010· article· fr· Revue internationale P M E Économie et gestion de la petite et moyenne entreprise· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
6
citations
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