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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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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.

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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.

151 results · 1 filter active ·
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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.
151 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 151 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 151 of 151 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
COMMON SHOCK MODELS FOR CLAIM ARRAYS
Benjamin Avanzi, Greg Taylor, Bernard Wong
2018· article· en· Astin Bulletin· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
afffundunlabeled
Some Remarks on Delayed Renewal Risk Models
Jae‐Kyung Woo
2010· article· en· Astin Bulletin· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
affunlabeled
COMPOSITE BERNSTEIN COPULAS
Jingping Yang, Zhijin Chen, Fang Wang, Ruodu Wang
2015· article· en· Astin Bulletin· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
DIVERSIFICATION IN CATASTROPHE INSURANCE MARKETS
Hengxin Cui, Ken Seng Tan, Fan Yang
2021· article· en· Astin Bulletin· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
afffundunlabeled
On Parameter Estimation in Hierarchical Credibility
Hassine Belhadj, Vincent Goulet, Tommy Ouellet
2009· article· en· Astin Bulletin· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
9
citations
affunlabeled
FAIR TRANSITION FROM DEFINED BENEFIT TO TARGET BENEFIT
Xiaobai Zhu, Mary R. Hardy, David Saunders
2021· article· en· Astin Bulletin· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
MULTIVARIATE GEOMETRIC TAIL- AND RANGE-VALUE-AT-RISK
Klaus Herrmann, Marius Hofert, Mélina Mailhot
2019· article· en· Astin Bulletin· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
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