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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.

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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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Origins and Evolution of Life
Retraction
Abstract
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Label agreement
Label status

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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

422 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.
422 works in the cohort · of 4,299,418page 5 of 9

Labels cover 1 of 422 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 422 of 422 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Resolving the Technosphere
Eric D. Galbraith, Abdullah-Al- Faisal, Tanya Matitia, William Fajzel, Ian Hatton, Helmut Haberl +2 more
2024· preprint· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Origins of life: Encapsulating Darwinian evolution
Lorenzo Sebastianelli, Sheref S. Mansy
2022· letter· en· Current Biology· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
afffundunlabeled
Can the RNA World Still Function without Cytidine?
Andrew S. Tupper, Ralph E. Pudritz, Paul G. Higgs
2019· article· en· Molecular Biology and Evolution· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Prospecting for life
Michael J. Russell
2019· article· en· Interface Focus· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
afffundunlabeled
Is Life Binary or Gradual?
Christophe Malaterre
2024· article· en· Life· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Networks, Hybrids and Forms of Life
Gordon McOuat
2000· article· en· Annals of Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Catalyzed Synthesis of Zinc Clays by Prebiotic Central Metabolites
Ruixin Zhou, Kaustuv Basu, Hyman Hartman, Christopher J. Matocha, S. Kelly Sears, Hojatollah Vali +1 more
2016· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
MetaChem: An Algebraic Framework for Artificial Chemistries
Penelope Faulkner Rainford, Susan Stepney, Angelika Sebald
2020· article· en· White Rose Research Online (University of Leeds, The University of Sheffield, University of York)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
A roadmap towards the synthesis of Life
Christine M. E. Kriebisch, Olga Bantysh, Lorena Baranda Pellejero, Andrea Belluati, Eva Bertosin, Kun Dai +53 more
2024· preprint· en· ChemRxiv· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Special issue dedicated to Jon Hougen
Isabelle Kleiner, Li‐Hong Xu
2004· article· en· Journal of Molecular Spectroscopy· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Growth as Constraint
Paul Cobley
2021· article· en· Recherches sémiotiques· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Main group transformations
Rebecca L. Melen, Douglas W. Stephan
2016· editorial· en· Dalton Transactions· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
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