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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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Advances in logistics, operations, and management science book series
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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.

85 results · 1 filter active ·
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20112024
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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.
85 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 85 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 85 of 85 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Industry 5.0
Saurabh Tiwari, Prakash Chandra Bahuguna, Jason Walker
2021· book-chapter· en· Advances in logistics, operations, and management science book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
40
citations
affunlabeled
An Interdisciplinary Inquiry Into Sustainable Supply Chain Management
Fern D. Kaufman, M. Ali Ülkü
2018· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts+scholarly_communication
15
citations
affunlabeled
Sustainable Supply Chains
Amulya Gurtu, Cory Searcy, Mohamad Y. Jaber
2016· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
15
citations
affaboutunlabeled
Future of Education in Industry 4.0
Rania Mohy El Din Nafea, Esra Kiliçarslan Toplu
2019· book-chapter· en· Advances in logistics, operations, and management science book series· Engineering
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
FinTech and Its Disruption to Financial Institutions
Chen Liu
2018· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affaboutunlabeled
Transformational Leadership Style
Darcia Ann Marie Roache
2023· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affunlabeled
Project-Based Organizations
Gustavo Birollo, William Stive Fajardo-Moreno
2020· book-chapter· en· Advances in logistics, operations, and management science book series· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Using Six Sigma to Achieve Sustainable Manufacturing
Min Zhang
2019· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
5
citations
affunlabeled
Global Sustainable Supplier Selection
Anjali Awasthi, Stefan Gold
2019· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
4
citations
affunlabeled
Fab Labs
Diane‐Gabrielle Tremblay, Arnaud Scaillerez
2020· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
CSR Programs of Financial Institutions
Mirela Panait, Lukman Raimi, Eglantina Hysa, Abiodun S. Isiaka
2022· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Informing View of Organization
Bob Travica
2019· book· en· Advances in logistics, operations, and management science book series· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Entrepreneurial Re-Entry Post an Economic Crisis
Etayankara Muralidharan, Saurav Pathak
2022· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
Leadership
Lyle Benson
2023· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Collaborating Without (Formal) Organization
Anthony Hussenot, Viviane Sergi
2018· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
2
citations
affunlabeled
Mastering the Chaos
Jens M. Sorg, Karen Hodge Cunningham, Assia Stoyanova
2023· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Financing Social Enterprises
Chen Liu
2018· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
2
citations
affunlabeled
European Union Emissions Trading Scheme
António Crespo, Chun Wang
2019· book-chapter· en· Advances in logistics, operations, and management science book series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
aboutno affunlabeled
Supply Chains under Security Threat
Miguel Gastón Cedillo‐Campos, Alfredo Bueno-Solano, Rosa G. González‐Ramírez, E. Jímenez-Sánchez, Gabriel Pérez-Salas
2016· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Impact of Industry 4.0 on Human Resources Systems
Myriam Ertz, Adam Skali
2022· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
Testing the Unemployment Hysteresis for G-20 Countries
Veli Yılancı, Mahmut Ünsal Şaşmaz
2018· book-chapter· en· Advances in logistics, operations, and management science book series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Green Knowledge in Green Roofs and Organizational Green Innovation
José́ G. Vargas-Hernández, Elsa Patricia Orozco-Quijano, Carlos A. Rodríguez-Maillard
2023· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Information Asymmetry and Greenwashing in the Green Bond Market
Sreelekshmi Geetha, Nisha Sheen, Ajithakumari Vijayappan Nair Biju
2024· book-chapter· en· Advances in logistics, operations, and management science book series· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
A Fresh Look on Determinants of Online Repurchase Intention
Ir. Jagjeet Singh Sarban Singh, Omkar Dastane, Herman Fassou Haba
2022· book-chapter· en· Advances in logistics, operations, and management science book series· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
Operations Planning in Carsharing Systems
Behnam Izadi
2019· book-chapter· en· Advances in logistics, operations, and management science book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

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