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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
fundfunder
venuejournal
aboutaboutness

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 1 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.

affunlabeled
Contemporary Guidance for Stated Preference Studies
Robert J. Johnston, Kevin Boyle, Wiktor Adamowicz, Jeff Bennett, Roy Brouwer, Trudy Ann Cameron +6 more
2017· article· en· Journal of the Association of Environmental and Resource Economists· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1,387
citations
affno abstractunlabeled
Hybrid Choice Models: Progress and Challenges
Moshe Ben‐Akiva, Daniel McFadden, Kenneth Train, Joan L. Walker, Chandra R. Bhat, Michel Bierlaire +9 more
2002· article· en· Marketing Letters· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
775
citations
aboutno affunlabeled
Natural Capital: Theory and Practice of Mapping Ecosystem Services
Peter Kareiva, Heather Tallis, Taylor Ricketts, Gretchen C. Daily, Stephen Polasky
2011· book· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
708
citations
fundno affno abstractunlabeled
Forest environmental incomes and the rural poor
Paul Vedeld, Arild Angelsen, Jan Bojö, Espen Sjaastad, Gertrude Kobugabe Berg
2006· article· en· Forest Policy and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
542
citations
affunlabeled
Defining the Impact of Non‐Native Species
Jonathan M. Jeschke, Sven Bacher, Tim M. Blackburn, Jaimie T. A. Dick, Franz Essl, Thomas Evans +13 more
2014· article· en· Conservation Biology· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
436
citations
afffundno abstractunlabeled
Household demand and willingness to pay for clean vehicles
Dimitris Potoglou, Pavlos Kanaroglou
2007· article· en· Transportation Research Part D Transport and Environment· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
427
citations
afffundno abstractunlabeled
Influences on bicycle use
John Douglas Hunt, John E. Abraham
2006· article· en· Transportation· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
407
citations
affunlabeled
Removing GPS collar bias in habitat selection studies
Jacqueline L. Frair, Scott E. Nielsen, Evelyn H. Merrill, Subhash R. Lele, Mark S. Boyce, Robin Munro +2 more
2004· article· en· Journal of Applied Ecology· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
352
citations
affno abstractunlabeled
From principles to practice in paying for nature’s services
Sven Wunder, Roy Brouwer, Stefanie Engel, Driss Ezzine‐de‐Blas, Roldán Muradian, Unai Pascual +1 more
2018· article· en· Nature Sustainability· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
338
citations
afffundaboutno abstractunlabeled
Characterised and Projected Costs of Nonindigenous Species in Canada
Robert I. Colautti, Sarah A. Bailey, Colin D. A. van Overdijk, Keri Amundsen, Hugh J. MacIsaac
2005· article· en· Biological Invasions· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
305
citations
affunlabeled
Economic Value of Weather and Climate Forecasts
Richard W. Katz, Jeffrey K. Lazo
2012· book-chapter· en· Oxford University Press eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
302
citations
affunlabeled
Diversity has stronger top‐down than bottom‐up effects on decomposition
Diane S. Srivastava, Bradley J. Cardinale, Amy L. Downing, J. Emmett Duffy, Claire Jouseau, Mahesh Sankaran +1 more
2009· review· en· Ecology· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
233
citations
affunlabeled
The Value of a Statistical Life: Evidence from Panel Data
Thomas J. Kniesner, W. Kip Viscusi, Christopher Woock, James P. Ziliak
2011· article· en· The Review of Economics and Statistics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
198
citations

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