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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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E-commerce and Technology Innovations
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

414 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.
414 works in the cohort · of 4,299,418page 3 of 9

Labels cover 0 of 414 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 414 of 414 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Analysis of Xiaohongshu’s Marketing Strategies
Chunxi Xu, Xueyao Jiang, Xuezi Zhang
2022· article· en· BCP Business & Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Roadmap Analysis of Artificial Intelligence Engineering Method
Sandfreni Sandfreni, Eko K. Budiardjo
2024· article· en· Revue d intelligence artificielle· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Is Social E-commerce the Future of Online Shopping?
Ashish Sinha, Prakash Bagri, Kiran Pedada, Rajendra Srivastava
2022· article· en· Management and business review.· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
Current Development Situation of E-Commerce in China
Alamusi Alamusi
2005· article· en· The Journal of Internet Banking and Commerce· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Introduction to the Minitrack on The Internet of Everything: Converging the Internet of People (IoP) and the Internet of Things (IoT)
Jeremy de Beer, Hope Jensen Schau, Jan Kietzmann
2022· 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+sts+open_scienceconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1558-0164(09)70313-x
2000· article· en· Time to knit· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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