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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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Springer texts in business and economics
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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.

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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.

24 results · 1 filter active ·
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20122023
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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.
24 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 24 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 24 of 24 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Decision-Making Under Uncertainty
Peter Schuster, Mareike Heinemann, Peter Cleary
2021· book-chapter· en· Springer texts in business and economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affno abstractunlabeled
Operations Research
H. A. Eiselt, Carl-Louis Sandblom
2022· book· en· Springer texts in business and economics· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Theory in Social Marketing
Michael D. Basil
2019· book-chapter· en· Springer texts in business and economics· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
A Brief History of Social Marketing
Gonzalo Díaz Meneses, Michael D. Basil
2019· book-chapter· en· Springer texts in business and economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Entrepreneurship in South America
Léo‐Paul Dana, Christian Keen, Veland Ramadani
2022· book· en· Springer texts in business and economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
afffundno abstractunlabeled
Supply Chain Analytics
Işık Biçer
2023· book· en· Springer texts in business and economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Network Models
H. A. Eiselt, Carl-Louis Sandblom
2022· book-chapter· en· Springer texts in business and economics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Blue Ocean Strategy in the Fashion Textiles Business
Léo‐Paul Dana, Aidin Salamzadeh
2023· book-chapter· en· Springer texts in business and economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Inventory Management Under Demand Uncertainty
Işık Biçer
2023· book-chapter· en· Springer texts in business and economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Entrepreneurship in French Guiana
Nolywé Delannon, Djamila Delannon, Mariana Royer
2022· book-chapter· en· Springer texts in business and economics· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Supply Chain Finance
Işık Biçer
2023· book-chapter· en· Springer texts in business and economics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Introduction and Risk Analysis in Supply Chains
Işık Biçer
2023· book-chapter· en· Springer texts in business and economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Project Networks
H. A. Eiselt, Carl-Louis Sandblom
2012· book-chapter· en· Springer texts in business and economics· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Reuse of Pre-Loved Garments: Pain or Gain?
Songyi Yan, Claudia E. Henninger, Taylor Brydges
2023· book-chapter· en· Springer texts in business and economics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Logic and Proof
Kam Yu
2019· book-chapter· en· Springer texts in business and economics· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Stochastic Processes and Markov Chains
H. A. Eiselt, Carl-Louis Sandblom
2012· book-chapter· en· Springer texts in business and economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Basic Topology
Kam Yan Yu
2019· book-chapter· en· Springer texts in business and economics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Supply Chain Responsiveness
Işık Biçer
2023· book-chapter· en· Springer texts in business and economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Linear Algebra
Kam Yu
2019· book-chapter· en· Springer texts in business and economics· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Managing the Supply Risk
Işık Biçer
2023· book-chapter· en· Springer texts in business and economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Future Trends: AI and Beyond
Işık Biçer
2023· book-chapter· en· Springer texts in business and economics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Introduction to the Garment Economy
Michelle Brandstrup, Léo‐Paul Dana
2023· book-chapter· en· Springer texts in business and economics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

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