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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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Digital Marketing and Social Media
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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.

1,878 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.
1,878 works in the cohort · of 4,299,418page 5 of 38

Labels cover 2 of 1,878 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 1,878 of 1,878 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Value co-creation in online healthcare communities
Farid Shirazi, Yun Wu, Ali Hajli, Arash H. Zadeh, Nick Hajli, Xiaolin Lin
2021· article· en· Technological Forecasting and Social Change· Social Sciences
distilled prediction:candidate · noneconsensus · none
57
citations
affunlabeled
The Incidence of Smartphone Usage among Tourists
Colin F. Mang, Linda Piper, Natalya Brown
2016· article· en· International Journal of Tourism Research· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
55
citations
affunlabeled
Leximancer Software as a Research Tool for Social Marketers
Brian J. Biroscak, Jenny E. Scott, James H. Lindenberger, Carol A. Bryant
2017· article· en· Social Marketing Quarterly· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
55
citations
affno abstractunlabeled
Choice in Interactive Environments
Joel H. Steckel, Russell S. Winer, Randolph E. Bucklin, Benedict G. C. Dellaert, Xavier Drèze, Gerald Häubl +5 more
2005· article· en· Marketing Letters· Social Sciences
distilled prediction:candidate · noneconsensus · none
53
citations
affunlabeled
How Should I Improve the UI of My App?
Qiuyuan Chen, Chunyang Chen, Safwat Hassan, Zhengchang Xing, Xin Xia, Ahmed E. Hassan
2021· article· en· ACM Transactions on Software Engineering and Methodology· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
52
citations
affunlabeled
Making Sense of Online Consumer Reviews: A Methodology
Karen Robson, Mana Farshid, John Bredican, S.M. Humphrey
2013· article· en· International Journal of Market Research· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
51
citations
affvenueunlabeled
Social Media and its Use in Health Promotion
Joëlle J Levac, Tracey O’Sullivan
2010· article· en· Revue interdisciplinaire des sciences de la santé - Interdisciplinary Journal of Health Sciences· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · sts
50
citations
venueno affunlabeled
Undergraduates and Online Purchasing Behavior
Syuhaily Osman, Benjamin Chan Yin-Fah, Bei Hooi Choo
2010· article· en· Asian Social Science· Social Sciences
distilled prediction:candidate · stsconsensus · sts
50
citations
affunlabeled
Business (un)usual: Critical skills for the next normal
Caitlin Ferreira, Jeandri Robertson, Leyland Pitt
2022· article· en· Thunderbird International Business Review· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
46
citations
affunlabeled
Co-Branding Internationally: Everyone Wins?
Linda C. Ueltschy, Michel Laroche
2011· article· en· Journal of Applied Business Research (JABR)· Social Sciences
distilled prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Sharing information now vs later
Laurie Wu, Han Shen, Mimi Li
2017· article· en· International Journal of Contemporary Hospitality Management· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
43
citations
affunlabeled
Interpreting Macromarketing
Stanley J. Shapiro, Mark Tadajewski, Clifford J. Shultz
2009· article· en· Journal of Macromarketing· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
42
citations
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