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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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Emerald expert briefings
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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.

854 results · 1 filter active ·
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20152025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
854 works in the cohort · of 4,299,418page 3 of 18

Labels cover 2 of 854 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 854 of 854 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Japan's bright jobs data hide gloomier reality
2017· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Overheating is among risks for Central-Eastern Europe
2018· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Koruna is likeliest in Central Europe to rise further
2017· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
China may struggle to achieve a job-rich GDP recovery
2020· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Switzerland is facing growth decline in 2019
2019· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Trudeau must reassess China relations
2021· other· en· Emerald expert briefings· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
French reforms will boost far right appeal
2023· article· en· Emerald expert briefings· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Extractives transparency push will slow under Trump
2017· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Dovish Fed tests dollar bulls
2015· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Delays will dampen Canada defence uptick
2017· other· en· Emerald expert briefings· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Unstable politics may make trade deals uncertain
2019· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Kenyan elections will not see protracted conflict
2017· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Prospects for Brazil in 2018
2017· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
WTO may emerge fitter for purpose from its perils
2018· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Climate debates will be Canadian election issue
2018· other· en· Emerald expert briefings· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Trudeau may back Energy East oil pipeline
2016· other· en· Emerald expert briefings· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Canadian cap-and-trade policies could spread
2015· other· en· Emerald expert briefings· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Prospects for Iran in the second quarter
2015· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Prospects for Canada to end-2021
2021· other· en· Emerald expert briefings· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
US proposals threaten NAFTA’s regional auto sector
2017· other· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
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