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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 Socioeconomic Development
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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.

952 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.
952 works in the cohort · of 4,299,418page 13 of 20

Labels cover 3 of 952 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 952 of 952 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Trans-National Scale-Up of Services in Global Health
Ilan Shahin, Raman Sohal, John Ginther, Leigh Hayden, John A. MacDonald, Kathryn Mossman +4 more
2014· article· en· PLoS ONE· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Innovating within Institutional Voids: A Digital Health Platform in India
Suchit Ahuja, Yolande E. Chan, Arman Sadreddin
2023· article· en· Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
1
citations
affno abstractunlabeled
The Private Sector in Global Health: Roles and Opportunities
Sébastien Mazzuri, Srividya Prakash, Farhad Riahi
2023· book-chapter· en· Sustainable development goals series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
fundno affunlabeled
Full Esteem Ahead? Mindset-Oriented Business Training in Ethiopia
Salman Alibhai, Niklas Buehren, Michael Fresé, Markus Goldstein, Sreelakshmi Papineni, Kathrin Wolf
2019· article· en· RePEc: Research Papers in Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Ethical Tech Startup Guide
Ron Baecker
2023· book· en· Synthesis lectures on professionalism and career advancement for scientists and engineers· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Emerging Issues
Melissa Lukings, Arash Habibi Lashkari
2021· book-chapter· en· Future of business and finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Impact of Social Innovation on Innovation and Business Growth in Mexico
Angie-Lorena Riaño-Castillo, Gonzalo Maldonado Guzmán, Rubén Michael Rodríguez‐González, Sandra Yesenia Pinzón Castro
2021· article· en· International Business Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
iREACH
Helena Grunfeld, Seán Ó Siochrú, Brian Unger, Sarun Im
2010· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Influence of Needs and Lifestyles on the Bop Consumer:
Iliana E. Aguilar-Rodríguez, Carlos Hernán Artieda Cajilema, Andrés Gonzalo Acosta Aguinaga, Geovanni Fernando Tapia Andino
2022· article· en· Cuadernos de Desarrollo Rural· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Grassroots innovations and innovators: the case of Iran
Akram Ghadimi, Mojgan Samandar Ali Eshtehardi, Marzieh Saviz
2023· article· en· Innovation and Development· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueno abstractunlabeled
Editorial: What's At Stake in Emerging Horizons
Nancy J. Moules
2022· editorial· en· Journal of Applied Hermeneutics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
mAkE Final Impact Assessment Report
2025· article· en· Zenodo (CERN European Organization for Nuclear Research)· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Transformative Marketing Has Begun
V. Kumar, Philip Kotler
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Taking stock:Degrowth and strategy so far
Nathaniel Barlow
2022· book-chapter· en· WU Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Innovation Typologies
2024· book-chapter· en· Cambridge University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Toolkit: Ethical human-centred design for a complex world
Kathryn Krummeck, Gray Garmon, Munir Ahmad
2023· article· en· OCAD University Open Research Repository (OCAD University)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affno abstractunlabeled
So, you think you're a community retailer?
2009· article· en· Research Portal (Queen's University Belfast)· Business, Management and Accounting
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Frontmatter
Onil Bhattacharyya, Kathryn Mossman, Will Mitchell
2018· book-chapter· en· University of Toronto Press eBooks· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
A Working Paper for the G-20 Development Working Group, Pillar Nine
2015· book· en· The World Bank Open Knowledge Repository (World Bank)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Transposing circular economy principles to aquaculture
Killian Chary, Anne‐Jo van Riel, Ramón Filgueira, Aurélie Wilfart, Souhil Harchaoui, Abigail Muscat +3 more
2022· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Alberta Innovates – Health Solutions
2015· article· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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