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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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Customer Service Quality and Loyalty
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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
fundfunder
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.

1,467 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.
1,467 works in the cohort · of 4,299,418page 9 of 30

Labels cover 2 of 1,467 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 1,467 of 1,467 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
B2B Brand Architecture
Steve Muylle, Niraj Dawar, Deva Rangarajan
2012· article· en· California Management Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
29
citations
affunlabeled
An emotion-based segmentation of bank service customers
Cristina Calvo-Porral, Jean-Pierre Lévy-Mangín
2020· article· en· International Journal of Bank Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
28
citations
affvenueunlabeled
An Assessment of the Dimensionality of Should and Will Service Expectations
Michel Laroche, Maria Kalamas, Soumaya Cheikhrouhou, Adélaı̈de Cézard
2004· article· en· Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
28
citations
affaboutunlabeled
An approach to develop effective customer loyalty programs
Richard Ho, Leo Huang, Stanley Y. B. Huang, Tina Lee, Alexander Rosten, Christopher S. Tang
2009· article· en· Managing Service Quality· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
27
citations
afffundaboutunlabeled
Knowledge is power: why public knowledge matters to charities
Maureen Bourassa, Abbey C. Stang
2015· article· en· International Journal of Nonprofit and Voluntary Sector Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
27
citations
affaboutunlabeled
Hybrid segmentation of internet banking users
Cataldo Zuccaro, Martin Savard
2010· article· en· International Journal of Bank Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affunlabeled
Managing for Excellence
Laurette Dubé, Cathy A. Enz, Leo M. Renaghan, Judy A. Siguaw
2000· article· en· Cornell Hotel and Restaurant Administration Quarterly· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Complaints are a firm's best friend
Sophie Larivet, François Brouard
2010· article· en· Journal of Strategic Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affaboutunlabeled
Examining the role of service climate in health care
Claudia Steinke
2008· article· en· International Journal of Service Industry Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
25
citations
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