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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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Forest Management and Policy
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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.

2,661 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.
2,661 works in the cohort · of 4,299,418page 9 of 54

Labels cover 7 of 2,661 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 2,661 of 2,661 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueaboutgemma · bibliometrics+metaresearchgpt · bibliometricsmodels split
Paradigm shifts in forestry and forest research: a bibliometric analysis
Adam Polinko, Kathleen Coupland
2020· article· en· Canadian Journal of Forest Research· Environmental Science
distilled prediction:candidate · bibliometrics+insufficient_payloadconsensus · bibliometrics
28
citations
affno abstractunlabeled
Towards more effective nature-based climate solutions in global forests
William R. L. Anderegg, L.F. Blanchard, Christa M. Anderson, Grayson Badgley, Danny Cullenward, Peng Gao +13 more
2025· review· en· Nature· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
28
citations
affunlabeled
Building a Framework for Adaptive Silviculture Under Global Change
Anthony W. D’Amato, Brian J. Palik, Patricia Raymond, Klaus J. Puettmann, Miguel Montoro Girona
2023· book-chapter· en· Advances in global change research· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
28
citations
venueno affunlabeled
Does gender diversity in forest sector companies matter?
Eric Hansen, Kendall Conroy, Anne Toppinen, Lyndall Bull, Andreja Kutnar, Rajat Panwar
2016· article· en· Canadian Journal of Forest Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
26
citations
affunlabeled
Protect young secondary forests for optimum carbon removal
Nathaniel Robinson, C. Ronnie Drever, David A. Gibbs, Kristine Lister, Adriane Esquivel‐Muelbert, Viola Heinrich +7 more
2025· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
26
citations

How this was built: Screen · Findings · About