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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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Sharing Economy and Platforms
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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.

477 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.
477 works in the cohort · of 4,299,418page 3 of 10

Labels cover 2 of 477 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 477 of 477 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Accept no substitutes
2016· article· en· Marketing Theory· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
affunlabeled
Pricing in C2C Sharing Platforms
2018· article· en· Journal of the Association for Information Systems· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
14
citations
afffundunlabeled
The Prosumer
2024· article· en· Encyclopedia· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
The ubiquity of scarcity
2023· article· en· Journal of the Academy of Marketing Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
venueno affunlabeled
Sharing Economy: For an Economic Taxonomy
2017· article· en· International Journal of Economics and Finance· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
10
citations
venueno affno abstractunlabeled
Ethics of Sharing
2011· article· en· The International Review of Information Ethics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
9
citations
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How this was built: Screen · Findings · About