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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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Advances in ecological research/Advances in Ecological Research
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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.

18 results · 1 filter active ·
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20122025
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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.
18 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 18 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 18 of 18 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Mesocosm Experiments as a Tool for Ecological Climate-Change Research
Rebecca Stewart, Matteo Dossena, David A. Bohan, Erik Jeppesen, Rebecca L. Kordas, Mark E. Ledger +8 more
2013· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
381
citations
affno abstractunlabeled
The Effects of Invasive Species on the Decline in Species Richness
Grégory Mollot, Jelena H. Pantel, Tamara N. Romanuk
2017· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
246
citations
affno abstractunlabeled
Why We Need Sustainable Networks Bridging Countries, Disciplines, Cultures and Generations for Aquatic Biomonitoring 2.0: A Perspective Derived From the DNAqua-Net COST Action
Florian Leese, Agnès Bouchez, Kessy Abarenkov, Florian Altermatt, Ángel Borja, Kat Bruce +26 more
2018· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
169
citations
affno abstractunlabeled
Quantifying the Biodiversity Value of Repeatedly Logged Rainforests
Matthew J. Struebig, Anthony Turner, Emily C. Giles, Felicia Lasmana, Simon Tollington, Henry Bernard +1 more
2013· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Agricultural and Biological Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+research_integrity+insufficient_payload
98
citations
afffundno abstractunlabeled
Ecosystem services and the resilience of agricultural landscapes
Elena M. Bennett, Julia Baird, Helen M. Baulch, Rebecca Chaplin‐Kramer, Evan Fraser, Phil Loring +14 more
2021· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
93
citations
affno abstractunlabeled
Distributional (In)Congruence of Biodiversity–Ecosystem Functioning
Christian Mulder, Alice Boit, Shigeta Mori, J. Arie Vonk, Scott D. Dyer, Leslie Faggiano +9 more
2012· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
64
citations
affno abstractunlabeled
Robustness Trade-Offs in Model Food Webs
Tamara N. Romanuk, Yun Zhou, Fernanda S. Valdovinos, Neo D. Martinez
2017· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Agricultural and Biological Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+research_integrity
35
citations
afffundno abstractunlabeled
Linking DNA Metabarcoding and Text Mining to Create Network-Based Biomonitoring Tools: A Case Study on Boreal Wetland Macroinvertebrate Communities
Zacchaeus G. Compson, Wendy A. Monk, Colin J. Curry, Dominique Gravel, Alex Bush, Christopher J. O. Baker +8 more
2018· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
25
citations
affno abstractunlabeled
Invasions of Host-Associated Microbiome Networks
Carmen Lía Murall, Jessica L. Abbate, Maximilian Puelma Touzel, Emma Allen‐Vercoe, Samuel Alizon, Rémy Froissart +1 more
2017· article· en· Advances in ecological research/Advances in Ecological Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
22
citations
affno abstractunlabeled
Terrestrial laser scanning reveals temporal changes in biodiversity mechanisms driving grassland productivity
Claudia Guimarães‐Steinicke, Alexandra Weigelt, Anne Ebeling, Nico Eisenhauer, Joaquín Duque‐Lazo, Björn Reu +4 more
2019· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
22
citations
affno abstractunlabeled
A Network-Based Method to Detect Patterns of Local Crop Biodiversity
Mathieu Thomas, Nicolas Verzélen, Pierre Barbillon, Oliver T. Coomes, Sophie Caillon, Doyle McKey +18 more
2015· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
14
citations
afffundno abstractunlabeled
Governance to manage the complexity of nature's contributions to people co-production
Roman Isaac, Jana Kachler, Klara J. Winkler, Eerika Albrecht, María R. Felipe‐Lucia, Berta Martín‐López
2022· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
12
citations
afffundno abstractunlabeled
Web3 and the future of applied ecosystem and conservation science
Gordon M. Hickey
2023· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+scholarly_communication+open_science
0
citations

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