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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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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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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.

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 5 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.

venueno affunlabeled
Big Data Ingestion and Preparation Tools
Jaber Alwidian, Sana Abdel Rahman, Maram Gnaim, Fatima Al-Taharwah
2020· article· en· Modern Applied Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Big data analytics in flexible supply chain networks
Jing Zheng, Chaher Alzaman, Ali Diabat
2023· article· en· Computers & Industrial Engineering· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
On the Complexity of Managing Transparency
Roy Suddaby, Rajat Panwar
2022· article· en· California Management Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affunlabeled
Putting artificial intelligence to work
J. Zurcher
2002· article· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
venueno affunlabeled
The role of big data in financial sector: A review paper
Enas Al‐Lozi, Amjed Alfityani, Ayman Abdalmajeed Alsmadi, Amer Moh’d Al hazimeh, Jassim Ahmad Al-Gasawneh
2022· review· en· International Journal of Data and Network Science· Business, Management and Accounting
distilled prediction:candidate · open_scienceconsensus · none
16
citations
affno abstractunlabeled
Harnessing AI for Project Risk Management: A Paradigm Shift
He Li, Mohammad Yazdi, Arman Nedjati, Rosita Moradi, Sidum Adumene, Uyen Dao +12 more
2024· book-chapter· en· Studies in systems, decision and control· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affvenueunlabeled
Data warehousing for construction equipment management
Hongqin Fan, Hyoungkwan Kim, Osmar R. Zai͏̈ane
2006· article· en· Canadian Journal of Civil Engineering· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Self-Preferencing at Amazon: Evidence from Search Rankings
Chiara Farronato, Andrey Fradkin, Alex Mackay
2023· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
The impact of business intelligence through knowledge management
Wassila Bouaoula, Farid Belgoum, Arifusalam Shaikh, Mohammed Taleb‐Berrouane, Carlos Bazán
2019· article· en· Business Information Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
15
citations
affno abstractunlabeled
TBIM: A Language for Modeling and Reasoning about Business Plans
Fabiano Francesconi, Fabiano Dalpiaz, John Mylopoulos
2013· book-chapter· en· Lecture notes in computer science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
14
citations
affno abstractunlabeled
Project Management and Success in Academic Research
Lori Criss Powers, G.R. Kerr
2009· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · research_integrityconsensus · none
14
citations
affno abstractunlabeled
Advancing Big Data Benchmarks
Chaitanya Baru
2014· book· en· Lecture notes in computer science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
14
citations
affunlabeled
An Analytics Architecture for Procurement
Sherif Barrad, Stéphane Gagnon, Raul Valverde
2020· article· en· International Journal of Information Technologies and Systems Approach· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
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