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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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Advanced Causal Inference Techniques
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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.

1,326 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.
1,326 works in the cohort · of 4,299,418page 10 of 27

Labels cover 35 of 1,326 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 1,326 of 1,326 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Commentary: Gilding the black box
Jay S. Kaufman
2009· letter· en· International Journal of Epidemiology· Mathematics
distilled prediction:candidate · metaresearch+research_integrityconsensus · none
14
citations
afffundunlabeled
Using Longitudinal Complex Survey Data
Mary E. Thompson
2015· article· en· Annual Review of Statistics and Its Application· Mathematics
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Analysis of Variance
Lisa M. Lix, H. J. Keselman
2018· book-chapter· en· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affgemma · metaresearchgpt · metaresearchmodels split
Reporting of equity in observational epidemiology: A methodological review
Omar Dewidar, Ali A. A. Al‐Zubaidi, Mostafa Bondok, Leenah Abdelrazeq, Jimmy Huang, Alyssa Jearvis +44 more
2024· review· en· Journal of Global Health· Mathematics
distilled prediction:candidate · metaresearchconsensus · metaresearch
13
citations
afffundunlabeled
Disentangled Representation for Causal Mediation Analysis
Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang
2023· article· en· Proceedings of the AAAI Conference on Artificial Intelligence· Mathematics
distilled prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
A Kernel-Based Metric for Balance Assessment
Yeying Zhu, Jennifer S. Savage
2018· article· en· RePEc: Research Papers in Economics· Mathematics
distilled prediction:candidate · noneconsensus · none
12
citations

How this was built: Screen · Findings · About