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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
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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.

1,467 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 8 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
Evolving B2B e‐commerce adaptation for SME suppliers
Harold Boeck, Ygal Bendavid, Élisabeth Lefebvre
2009· article· en· Journal of Business and Industrial Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
36
citations
affno abstractunlabeled
‘I wouldn't start from here’: Finding a way in CRM projects
Neil Woodcock, M. Starkey
2001· article· en· Journal of Database Marketing & Customer Strategy Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
35
citations
affvenueunlabeled
Enhancing Innovativeness: The Role of Dynamic Marketing Capabilities
David C. Roach, Joel Ryman, Rosalind Jones, Hannah Ryman
2018· article· en· Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · sts
35
citations
affunlabeled
Relational Damage and Relationship Repair
Tim Jones, Peter A. Dacin, Shirley Taylor
2011· article· en· Journal of Service Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Supporter Loyalty
Walter Wymer, Sharyn Rundle‐Thiele
2014· article· en· Nonprofit and Voluntary Sector Quarterly· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
31
citations
affno abstractunlabeled
A Strategic Approach for Successful CRM: A European Perspective
Oliver Mack, Michael C. Mayo, Anshuman Khare
2005· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
31
citations
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
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