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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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Technology Innovation Management Review
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Retraction
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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
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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.

522 results · 1 filter active ·
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20112022
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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.
522 works in the cohort · of 4,299,418page 3 of 11

Labels cover 0 of 522 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 522 of 522 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Smart Mobility: Services, Platforms and Ecosystems
Jukka Pulkkinen, Jari Jussila, Atte Partanen, Igor Trotskii, Aki Laiho
2019· article· en· Technology Innovation Management Review· Engineering
distilled prediction:candidate · noneconsensus · none
25
citations
venueno affunlabeled
Global Market Entry for Finnish SME eCommerce Companies
Marko Mäki, Tuija Toivola
2021· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
24
citations
affvenueunlabeled
A Small-Firm Perspective on the Benefits of Living Labs
Veli-Pekka Niitamo, Mika Westerlund, Seppo Leminen
2012· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
24
citations
venueno affunlabeled
nnovation Management in Living Lab Projects: The Innovatrix Framework
Dimitri Schuurman, Aron-Levi Herregodts, Annabel Georges, Olivier Rits
2019· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+insufficient_payloadconsensus · none
22
citations
venueno affunlabeled
Anticipating Alternative Futures for the Platform Economy
Mikko Dufva, Raija Koivisto, Leena Ilmola‐Sheppard, Seija Junno
2017· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
21
citations
venueno affunlabeled
Living Labs for Cross-Border Systemic Innovation
Hans Schaffers, Petra Turkama
2012· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
venueno affunlabeled
University Spinoffs: What, Why, and How?
Pinaki Nandan Pattnaik, Satyendra C. Pandey
2014· article· en· Technology Innovation Management Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
venueno affunlabeled
Platforms for Innovation and Internationalization
Erik Stavnsager Rasmussen, Nicolaj Hannesbo Petersen
2017· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
16
citations
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