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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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International Journal of Design & Nature and Ecodynamics
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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.

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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.

1,011 results · 1 filter active ·
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20062025
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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.
1,011 works in the cohort · of 4,299,418page 1 of 21

Labels cover 4 of 1,011 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 1,011 of 1,011 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Questioning the theory and practice of biomimicry
A. Marshall, Silvia Lozeva
2009· article· en· International Journal of Design & Nature and Ecodynamics· Engineering
distilled prediction:candidate · noneconsensus · none
46
citations
venueno affunlabeled
Water, energy and life: fresh views from the water's edge
Gerald H. Pollack
2010· article· en· International Journal of Design & Nature and Ecodynamics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
44
citations
venueno affunlabeled
Ground Water Recharge Mapping in Iraqi Western Desert
Shahad Shaker Mohammed, Khamis Naba Sayl, Ammar Hatem Kamel
2022· article· en· International Journal of Design & Nature and Ecodynamics· Environmental Science
distilled prediction:candidate · noneconsensus · none
32
citations
venueno affunlabeled
Transformable structures: Materialising design for change
Stijn Brancart, Camille Vandervaeren, Anne Paduart, Aline Vergauwen, Lars De Laêt, Niels De Temmerman
2017· article· en· International Journal of Design & Nature and Ecodynamics· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
venueno affunlabeled
Exclusion-zone formation from discontinuous nafion surfaces
Xavier A. Figueroa, Gerald H. Pollack
2011· article· en· International Journal of Design & Nature and Ecodynamics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
19
citations
venueno affunlabeled
Cluster Analysis on Forest Health Conditions in Lampung Province
Rahmat Safe’i, Arief Darmawan, Anie Rose Irawati, Agung Yoga Pangestu, Elmo Rialdy Arwanda, A. Nizam Syahiib
2022· article· en· International Journal of Design & Nature and Ecodynamics· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
venueno affunlabeled
Simulation Model for Optimal Operation of Dokan Dam Reservoir Northern of Iraq
Sadeq Oleiwi Sulaiman, Hasan Hussein Abdullah, Nadhir Al‐Ansari, Jan Laue, Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
2021· article· en· International Journal of Design & Nature and Ecodynamics· Engineering
distilled prediction:candidate · noneconsensus · none
15
citations
venueno affunlabeled
Extraction of association rules using big data technologies
Carlos Fernandez‐Basso, M. Dolores Ruiz, Marı́a J. Martı́n-Bautista
2016· article· en· International Journal of Design & Nature and Ecodynamics· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
venueno affunlabeled
Facadism: An Approach for Spatial Reconfiguration
Wahda Shuker Al-Hinkawi, Nada Abdulmueen Hasan, Shireen Kamel Zedan
2021· article· en· International Journal of Design & Nature and Ecodynamics· Social Sciences
distilled prediction:candidate · noneconsensus · none
14
citations

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