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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 marketing, customer relationship management, and e-services 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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venuejournal
aboutaboutness

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 ·
Results by year
20112025
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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.

affunlabeled
Incremental and Radical Service Innovation in Living Labs
Seppo Leminen, Mika Westerlund
2013· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affunlabeled
Enriching User Experience by Transforming Consumer Data Into Deeper Insights
Devesh Bathla, Shraddha Awasthi, K. Dilip Singh
2021· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
13
citations
aboutno affunlabeled
Green Marketing
Łukasz Marecki
2023· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Fuel Efficient Vehicles
Lisa Watson, Anne M. Lavack
2017· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Luxury Counterfeiting
Nelson Borges Amaral
2020· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Modeling Shopper Responses to Retail Digital Signage
Charles Dennis, Andrew Newman, Richard Michon, J. Joško Brakus, Len Tiu Wright
2011· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
Segmenting the Retail Customers
P. Jeyanthi, Dieu Hack‐Polay, Ali B. Mahmoud, Nicholas Grigoriou
2022· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
2
citations
affunlabeled
Novel Forms of Consumption in the Postmodern Era
Myriam Ertz, Walid Addar, Asmaah Sultan
2024· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Retailer-Non-Profit Organization (NPO) Partnerships
Janice Rudkowski
2014· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Advertising in the World of Social Media-Based Brand Communities
Mohammad Reza Habibi, Michel Laroche, Marie‐Odile Richard
2015· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Psychological Distance and Culture
Michael Roberts
2019· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Effect of Globalization on Multicultural Consumer Behavior
Lalita A. Manrai, Ajay K. Manrai, Tarek Mady
2015· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affaboutunlabeled
Corporate Social Responsibility as Perceived by Business People
Xiayang Fu, Prosper Bernard, Rhodora G. Magan, Michel Plaisent, Gongzhao Liu
2024· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
The Role of Marketing Analytics in Fostering Brand Loyalty
Azadeh Eskandarzadeh
2025· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Intra-Hospital Virtual Communities and Well-Being of Cancer Patients
Ricardo Jorge Silva, Paulo Botelho Pires, Catarina Delgado, José Duarte Santos
2023· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Business and Technology Trends in Social CRM
Anteneh Ayanso
2015· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About