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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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Probability and Risk Models
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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.

682 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
682 works in the cohort · of 4,299,418page 1 of 14

Labels cover 0 of 682 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 682 of 682 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A Primer on Copulas for Count Data
2007· article· en· Astin Bulletin· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
310
citations
affunlabeled
Risk Classification for Claim Counts
2007· article· en· North American Actuarial Journal· Decision Sciences
distilled prediction:candidate · noneconsensus · none
112
citations
affunlabeled
[no title]
2011· article· en· The University of Bath Online Publications Store (The University of Bath)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+open_science+insufficient_payloadconsensus · sts
94
citations
affunlabeled
Collective Risk Theory
2004· other· en· Encyclopedia of Actuarial Science· Decision Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
83
citations
affno abstractunlabeled
Multivariate risk model of phase type
2005· article· en· Insurance Mathematics and Economics· Decision Sciences
distilled prediction:candidate · noneconsensus · none
76
citations
afffundno abstractunlabeled
On two dependent individual risk models
2002· article· en· Insurance Mathematics and Economics· Decision Sciences
distilled prediction:candidate · noneconsensus · none
71
citations
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How this was built: Screen · Findings · About