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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.

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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Big Data and Business Intelligence
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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.

1,633 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.
1,633 works in the cohort · of 4,299,418page 12 of 33

Labels cover 10 of 1,633 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 1,633 of 1,633 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Unleashing Artificial Intelligence onto Big Data: A Review
Rupa Mahanty, Prabhat Mahanti
2016· review· en· Advances in bioinformatics and biomedical engineering book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
fundno affunlabeled
Application-Driven Innovation in Machine Learning
David Rolnick, Alán Aspuru‐Guzik, Sara Beery, Bistra Dilkina, Priya L. Donti, Marzyeh Ghassemi +5 more
2024· preprint· en· arXiv (Cornell University)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
An Efficient DeFi-based Data Warehousing Approach in Supply Chain Finance
Elnaz Rabieinejad, Abbas Yazdinejad, Tahereh Hasani, Reza M. Parizi, Mohammad Hammoudeh
2021· article· en· The 5th International Conference on Future Networks & Distributed Systems· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
aboutno affunlabeled
Global Research Trends in Research Data Management (RDM) – A Scientometric View
Sheriff Naseema, R. Sevukan
2022· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · bibliometrics+open_science
3
citations
affno abstractunlabeled
Scanner Data, Product Churn and Quality Adjustment
Chihiro Shimizu, Erwin Diewert
2024· preprint· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · none
3
citations
affno abstractunlabeled
Benefits of Big Data in Supply Chain Management
M. Indralingam, M.I.M. Wahab, Lina Fang
2020· book-chapter· en· Uncertainty and operations research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Contract-Based Cost Analytics
Philip Beaulieu
2020· article· en· Journal of Emerging Technologies in Accounting· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
fundno affno abstractunlabeled
Machine Learning, Optimization, and Data Science
Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Pãnos M. Pardalos, Renato Umeton
2024· book· en· Lecture notes in computer science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
affunlabeled
Digital Technology Advancements in Knowledge Management
Albert Gyamfi, Idongesit Williams
2021· book· en· Advances in knowledge acquisition, transfer, and management book series/Advances in knowledge acquisition, transfer and management book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+scholarly_communication
3
citations
affunlabeled
The DataLad Handbook
Adina Wagner, Laura K. Waite, Kyle Meyer, Marisa K. Heckner, Tobias Kadelka, Niels Reuter +28 more
2021· book· en· Zenodo (CERN European Organization for Nuclear Research)· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
fundno affno abstractunlabeled
Applied Technologies
Miguel Botto-Tobar, Marcelo Zambrano, Sergio Montes León, Pablo Torres-Carrión, Benjamin Duraković
2023· book· en· Communications in computer and information science· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Reaching out to the media
Frances Rosamond, Roswitha Bardohl, Stephan Diehl, Uwe Geisler, Gordon Bolduan, Annette Leßmöllmann +2 more
2011· article· en· Communications of the ACM· Business, Management and Accounting
distilled prediction:candidate · open_scienceconsensus · open_science
3
citations
affno abstractunlabeled
Towards Smart Customer Knowledge Management Systems
Thang Le Dinh, Nguyen Anh Khoa Dam
2021· book-chapter· en· Communications in computer and information science· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
3
citations
affunlabeled
The Myers-Briggs Personality Types
Eugene Kaluzniacky
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations

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