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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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Biological reviews/Biological reviews of the Cambridge Philosophical Society
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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.

209 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.
209 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 209 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 209 of 209 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Physiological Ecology of Aquatic Overwintering in Ranid Frogs
Glenn J. Tattersall, Gordon R. Ultsch
2008· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
184
citations
affunlabeled
The extinction of the dinosaurs
Stephen L. Brusatte, Richard J. Butler, Paul M. Barrett, Matthew T. Carrano, David C. Evans, Graeme T. Lloyd +5 more
2014· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Earth and Planetary Sciences
distilled prediction:candidate · stsconsensus · none
181
citations
affunlabeled
Oxytocin, testosterone, and human social cognition
Bernard J. Crespi
2015· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
181
citations
affunlabeled
Global kelp forest restoration: past lessons, present status, and future directions
Aaron M. Eger, Ezequiel M. Marzinelli, Hartvig Christie, Camilla W. Fagerli, Daisuke Fujita, Alejandra P. Gonzalez +8 more
2022· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
178
citations
affunlabeled
Taming the terminological tempest in invasion science
Ismael Soto, Paride Balzani, Laís Carneiro, Ross N. Cuthbert, Rafael L. Macêdo, Ali Serhan Tarkan +79 more
2024· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Earth and Planetary Sciences
distilled prediction:candidate · stsconsensus · none
168
citations
afffundunlabeled
Towards an integrative understanding of soil biodiversity
Madhav P. Thakur, Helen R. P. Phillips, Ulrich Brose, Franciska T. de Vries, Patrick Lavelle, Michel Loreau +21 more
2019· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
164
citations
affunlabeled
Resolving the <scp>SLOSS</scp> dilemma for biodiversity conservation: a research agenda
Lenore Fahrig, James I. Watling, Carlos Alberto Arnillas, Víctor Arroyo‐Rodríguez, Theresa Jörger‐Hickfang, Jörg Müller +6 more
2021· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaresearch+stsconsensus · sts
161
citations
affunlabeled
The evolution of learning
Bruce Moore
2004· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
155
citations
affunlabeled
Next‐generation biological control: the need for integrating genetics and genomics
Kelley Leung, Erica Ras, Kim Ferguson, Simone Ariëns, D. Babendreier, Piter Bijma +31 more
2020· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
151
citations
affunlabeled
New insight into dyslipidemia‐induced cellular senescence in atherosclerosis
Qunyan Xiang, Feng Tian, Jin Xu, Xiao Du, Shilan Zhang, Ling Liu
2022· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
151
citations
afffundunlabeled
The role of defensive symbionts in host–parasite coevolution
Christoph Vorburger, Steve J. Perlman
2018· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
147
citations
affunlabeled
Why are defensive toxins so variable? An evolutionary perspective
Michael P. Speed, Graeme D. Ruxton, Johanna Mappes, Thomas N. Sherratt
2012· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
145
citations
affunlabeled
Fundamental research questions in subterranean biology
Stefano Mammola, Isabel R. Amorim, Maria Elina Bichuette, Paulo A. V. Borges, Naowarat Cheeptham, Steven J. Cooper +26 more
2020· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
144
citations
affunlabeled
The role of the microbiome in the neurobiology of social behaviour
Amar Sarkar, Siobhán Harty, Katerina V.‐A. Johnson, Andrew H. Moeller, Rachel N. Carmody, Soili M. Lehto +3 more
2020· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Psychology
distilled prediction:candidate · noneconsensus · none
139
citations
afffundunlabeled
Assessing the utility of conserving evolutionary history
Caroline M. Tucker, Tracy Aze, Marc W. Cadotte, Juan L. Cantalapiedra, Chelsea Chisholm, Sandra Dı́az +7 more
2019· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
128
citations
affunlabeled
Producing wood at least cost to biodiversity: integrating <scp>T</scp>riad and sharing–sparing approaches to inform forest landscape management
Matthew G. Betts, Ben Phalan, Christopher Wolf, Susan C. Baker, Christian Messier, Klaus J. Puettmann +5 more
2021· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · metaepi_narrow
121
citations
affunlabeled
Behavioural ecology at the spatial–social interface
Quinn M. R. Webber, Gregory F. Albery, Damien R. Farine, Noa Pinter‐Wollman, Nitika Sharma, Orr Spiegel +2 more
2023· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+insufficient_payload
117
citations
aboutno affunlabeled
The biology of impact craters — a review
Charles S. Cockell, Pascal Lee
2002· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+metaepi_broadconsensus · none
111
citations
afffundunlabeled
Plasticity of microglia
Marcus Augusto‐Oliveira, Gabriela de Paula Arrifano, Charlotte Delage, Marie‐Ève Tremblay, Maria Elena Crespo‐López, Alexei Verkhratsky
2021· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Neuroscience
distilled prediction:candidate · metaresearchconsensus · none
111
citations
affunlabeled
Anticipated effects of abiotic environmental change on intraspecific social interactions
David N. Fisher, R. Julia Kilgour, Erin R. Siracusa, Jennifer R. Foote, Elizabeth A. Hobson, Pierre‐Olivier Montiglio +3 more
2021· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
110
citations
affunlabeled
Do male secondary sexual characters signal ejaculate quality? A meta‐analysis
Brian S. Mautz, Anders Pape Møller, Michael D. Jennions
2013· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+metaepi_broad+research_integrity
108
citations
afffundunlabeled
Why ratio dependence is (still) a bad model of predation
Peter A. Abrams
2014· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow+research_integrity
107
citations
affunlabeled
Unifying sources and sinks in ecology and <scp>E</scp>arth sciences
Michel Loreau, Tanguy Daufresne, Andrew Gonzalez, Dominique Gravel, Frédéric Guichard, Shawn Leroux +3 more
2012· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
105
citations
affunlabeled
A global assessment of primate responses to landscape structure
Carmen Galán‐Acedo, Víctor Arroyo‐Rodríguez, Sabine Cudney‐Valenzuela, Lenore Fahrig
2019· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
104
citations
fundno affunlabeled
Integrins promote axonal regeneration after injury of the nervous system
Bart Nieuwenhuis, Barbara Haenzi, Melissa R. Andrews, Joost Verhaagen, James W. Fawcett
2018· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow
103
citations
affunlabeled
Riverscape approaches in practice: perspectives and applications
Christian E. Torgersen, Céline Le Pichon, Aimee H. Fullerton, Stephen J. Dugdale, Jeffrey J. Duda, Floriane Giovannini +9 more
2021· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
102
citations
affunlabeled
Flight adaptations in Palaeozoic Palaeoptera (Insecta)
Robin J. Wootton, Jarmila Kukalová-Peck
2000· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
101
citations
afffundunlabeled
Positive selection in the evolution of cancer
Bernard J. Crespi, Kyle Summers
2006· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
98
citations
afffundunlabeled
Altitudinal migration in bats: evidence, patterns, and drivers
Liam P. McGuire, W. Alice Boyle
2013· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
95
citations
afffundunlabeled
An ecological framework of neophobia: from cells to organisms to populations
Adam L. Crane, G. E. Brown, Douglas P. Chivers, Maud C. O. Ferrari
2019· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
92
citations
affunlabeled
The evolutionary ecology of deception
Mikael Mökkönen, Carita Lindstedt
2015· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · sts
91
citations

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