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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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Microfinance and Financial Inclusion
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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.

953 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.
953 works in the cohort · of 4,299,418page 7 of 20

Labels cover 2 of 953 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 953 of 953 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Microfinance Participation in Thailand
Wittawat Hemtanon, Christopher Gan
2020· article· en· Journal of risk and financial management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
9
citations
venueno affunlabeled
Predicting Likelihood for Loan Default Among Bank Borrowers
Mohammad Aslam, Senthil Kumar, Shahryar Sorooshian
2019· article· en· International Journal of Financial Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
9
citations
venueno affno abstractunlabeled
Asymmetric Finance: Issues in Microfinance
Nicholas A. Lash
2008· article· en· The Journal of Economic Asymmetries· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Financial sector development and microcredit to small firms
Désiré Kanga, Issouf Soumaré, Hubert Tchakouté Tchuigoua
2024· article· en· Journal of International Financial Markets Institutions and Money· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Livelihoods
Sarah Turner
2017· other· en· International Encyclopedia of Geography· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
Microfinance Engagements of the ‘Graduated’ TUP Members
Munshi Sulaiman, Imran Matin, Proloy Barua, Muhammad Shahadat Hossain Siddiquee, Vidya Rajaram Iyer
2010· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
7
citations
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