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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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Journal of Services Marketing
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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.

53 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.
53 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 53 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 53 of 53 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
AI voice bots: a services marketing research agenda
Philipp Klaus, Judy Zaichkowsky
2020· article· en· Journal of Services Marketing· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
194
citations
affunlabeled
Service customer commitment and response
Tim Jones, Gavin L. Fox, Shirley Taylor, Leandre R. Fabrigar
2010· article· en· Journal of Services Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
111
citations
affunlabeled
Service loyalty: accounting for social capital
Tim Jones, Shirley Taylor
2012· article· en· Journal of Services Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
81
citations
affunlabeled
Employee revenge against uncivil customers
Akanksha Bedi, Aaron C. H. Schat
2017· article· en· Journal of Services Marketing· Social Sciences
distilled prediction:candidate · stsconsensus · none
54
citations
affunlabeled
A framework for encouraging retail customer feedback
Kevin Celuch, Nadine M. Robinson, Anna Walsh
2015· article· en· Journal of Services Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
51
citations

How this was built: Screen · Findings · About