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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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Economic and Environmental Valuation
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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.

1,880 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.
1,880 works in the cohort · of 4,299,418page 6 of 38

Labels cover 5 of 1,880 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 1,880 of 1,880 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Tourism impact modeling for resource extraction regions
Janaki R.R. Alavalapati, Wiktor Adamowicz
2000· article· en· Annals of Tourism Research· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
52
citations
afffundno abstractunlabeled
Biodiversity targets will not be met without debt and tax justice
Jessica Dempsey, Audrey Irvine‐Broque, Patrick Bigger, Jens Christiansen, Bhumika Muchhala, Sara Nelson +4 more
2021· article· en· Nature Ecology & Evolution· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
51
citations
affunlabeled
CURBSIDE RECYCLING IN THE PRESENCE OF ALTERNATIVES
Timothy K.M. Beatty, Peter Berck, Jay P. Shimshack
2007· article· en· Economic Inquiry· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
51
citations
afffundaboutunlabeled
Estimating the Value of Medal Success in the Olympic Games
Brad R. Humphreys, Bruce K. Johnson, Daniel S. Mason, John C. Whitehead
2016· article· en· Journal of Sports Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
50
citations
affno abstractunlabeled
Do not downplay biodiversity loss
Michel Loreau, Bradley J. Cardinale, Forest Isbell, Tim Newbold, Mary I. O’Connor, Claire de Mazancourt
2022· letter· en· Nature· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
49
citations
affunlabeled
Cross-Cultural Tourist Behavior:
Simon Hudson
2001· article· en· Journal of Travel & Tourism Marketing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations
afffundunlabeled
Subsidizing extinction?
Jessica Dempsey, Tara G. Martin, U. Rashid Sumaila
2020· article· en· Conservation Letters· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
48
citations
afffundunlabeled
Urban interactions and spatial structure
Robert W. Helsley, William C. Strange
2007· article· en· Journal of Economic Geography· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
46
citations
affaboutunlabeled
WILLINGNESS TO PAY FOR AMATEUR SPORT AND RECREATION PROGRAMS
Bruce K. Johnson, John C. Whitehead, Daniel S. Mason, Gordon J. Walker
2007· article· en· Contemporary Economic Policy· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
44
citations

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