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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 Marketing Research
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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
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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.

178 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.
178 works in the cohort · of 4,299,418page 4 of 4

Labels cover 0 of 178 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 178 of 178 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
The Golden Halo of Defaults in Simple Choices
Nicolette J. Sullivan, Alexander Breslav, Samyukta S. Doré, Matthew D. Bachman, Scott A. Huettel
2024· article· en· Journal of Marketing Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Retributive Philanthropy
Ethan Milne, Kirk Kristofferson, Miranda Goode
2025· article· en· Journal of Marketing Research· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
1
citations
affunlabeled
Canary Categories
Eric T. Anderson, Chaoqun Chen, Ayelet Israeli, Duncan Simester
2023· article· en· Journal of Marketing Research· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
0
citations

How this was built: Screen · Findings · About