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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
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.

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 7 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.

affno abstractunlabeled
Introducing <i>Platforms &amp; Society</i>
Julie Chen, Niels van Doorn, Rafael Grohmann, Andrea Pollio, Cheryll Ruth Soriano
2024· article· en· Platforms & Society· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
affaboutunlabeled
Aboriginal People, Economic Development And Entrepreneurship
Robert B. Anderson
2001· article· en· Journal of Aboriginal Economic Development· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
affunlabeled
Le travail et le développement des capacités
Jane Bryson, Kiri Merritt
2007· article· fr· Formation emploi· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
fundno affunlabeled
Development and testing of an assessment model for social enterprises
María Odette Lobato Calleros, Karla Fabila‐Rodríguez, Paulina Carrera-Lobato, Rodrigo Carrera-Lobato
2016· article· en· Business Process Management Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
DESENVOLVIMENTO SUSTENTÁVEL E EMPREENDEDORISMO
Emmanuel Raufflet, Luc Brès, Louis Jacques Filion
2014· article· pt· REGEPE Entrepreneurship and Small Business Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
India's billion dollar biotech
Justin Chakma, Hassan Masum, Kumar Perampaladas, Jennifer Heys, Peter Singer
2010· article· en· Nature Biotechnology· Business, Management and Accounting
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
7
citations
affunlabeled
Financial Insecurity and Deprivation Life Satisfaction, Self Determination, and Consumption Adequacy at the Bottom of the Pyramid How Economic Contractions and Expansions Affect Expenditure Patterns Living U.S. Capitalism: The Normalization of Credit/Debt Financial Deprivation Prompts Consumers to Seek Scarce Goods How Marketplace Performances Produce Interdependent Status Games and Contested Forms of Symbolic Capital
Eileen Fischer, Kelly D. Martin, Wagner A. Kamakura, Lisa Peñaloza, Eesha Sharma, Tuba Üstüner +5 more
2013· article· en· Journal of Consumer Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
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