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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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Soil and Water Nutrient Dynamics
Retraction
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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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venuejournal
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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.

2,380 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.
2,380 works in the cohort · of 4,299,418page 2 of 48

Labels cover 4 of 2,380 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 2,380 of 2,380 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Applications of spatial statistical network models to stream data
Daniel J. Isaak, Erin E. Peterson, Jay M. Ver Hoef, Seth J. Wenger, Jeffrey A. Falke, Christian E. Torgersen +7 more
2014· article· en· Wiley Interdisciplinary Reviews Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
189
citations
affunlabeled
Phosphorus Removal in Vegetated Filter Strips
Majed Abu‐Zreig, Ramesh Rudra, H. R. Whiteley, Manon N. Lalonde, Narinder K. Kaushik
2003· article· en· Journal of Environmental Quality· Environmental Science
distilled prediction:candidate · noneconsensus · none
161
citations
aboutno affunlabeled
Multiple models guide strategies for agricultural nutrient reductions
Donald Scavia, Margaret Kalcic, Rebecca Logsdon Muenich, Jennifer Read, Noel Aloysius, Isabella Bertani +10 more
2017· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
145
citations
affunlabeled
Manuresheds: Advancing nutrient recycling in US agriculture
Sheri Spiegal, Peter J. A. Kleinman, Dinku M. Endale, Ray B. Bryant, Curtis J. Dell, Sarah Goslee +17 more
2020· article· en· Agricultural Systems· Environmental Science
distilled prediction:candidate · noneconsensus · none
145
citations
affunlabeled
New challenges in integrated water quality modelling
Michael Rode, George B. Arhonditsis, Daniela Balin, Tesfaye Kebede, Valentina Krysanova, Ann van Griensven +1 more
2010· article· en· Hydrological Processes· Environmental Science
distilled prediction:candidate · noneconsensus · none
144
citations
affunlabeled
Nutrient Removal by Corn Grain Harvest
Joseph R. Heckman, J. T. Sims, D. B. Beegle, F. J. Coale, Stephen Herbert, Tom Bruulsema +1 more
2003· article· en· Agronomy Journal· Environmental Science
distilled prediction:candidate · noneconsensus · none
142
citations

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