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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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Origins and Evolution of Life
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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
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
Evidence
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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 7 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.

affno abstractunlabeled
Disruption and Evolution
2025· book-chapter· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Chapter 5. Higher-orderism
Greg Janzen
2008· book-chapter· en· Advances in consciousness research· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Chapter 6. A "one-state" alternative
Greg Janzen
2008· book-chapter· en· Advances in consciousness research· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Anthropogenesis and the origin of human consciousness
Pedro C. Marijuán, Abir U. Igamberdiev, Terrence W. Deacon, Giuseppe Iurato
2025· editorial· en· Biosystems· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chapter 20: Fenchel-Rockafellar Duality
Heinz H. Bauschke, Walaa M. Moursi
2023· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Biosemiotics
Marcel Danesi
2013· paratext· ceb· Biosemiotics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affno abstractunlabeled
Extraversion, Stable
Alex C. Michalos
2014· book-chapter· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Fragility in a Togashi–Kaneko stochastic model with mutations
Yi Fu, Hye-Won Kang, Wasiur R. KhudaBukhsh, Lea Popović, Grzegorz A. Rempala, Ruth J. Williams
2025· article· en· Maryland Shared Open Access Repository (USMAI Consortium)· Physics and Astronomy
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Figure 3 from: Sheffield CS, Oram R, Heron JM (2020) Bombus (Pyrobombus) johanseni Sladen, 1919, a valid North American bumble bee species, with a new synonymy and comparisons to other "red-banded" bumble bee species in North America (Hymenoptera, Apidae, Bombini). ZooKeys 984: 59-81. https://doi.org/10.3897/zookeys.984.55816
2020· other· en· Zenodo (CERN European Organization for Nuclear Research)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Introduction
H. R. Tizhoosh, Mario Ventresca
2008· book-chapter· en· Studies in computational intelligence· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
The emergence of dynamic theories
Lionel G. Harrison
2010· book-chapter· en· Cambridge University Press eBooks· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Contents
Oliver Riesterer, Kathryn Mason, Uma Raju, Qingda Yang, L. Wang, Walter N. Hittelman +10 more
2009· paratext· en· Radiotherapy and Oncology· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Selection among replicators and protocell chemotaxis
2019· dissertation· en· Oxford University Research Archive (ORA) (University of Oxford)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Excretory Systems
Donald B. McMillan, Richard J. Harris
2018· book-chapter· en· Elsevier eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Detoxifying Mars with Synthetic Biology
Cameron DeBellefeuille
2025· article· en· Inquiry Queen s Undergraduate Research Conference Proceedings· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Overview
William Seager
2012· book-chapter· en· ˜The œfrontiers collection· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Primordial Sulfur and the Origin of Life
Montana Bobinski
2019· article· en· MacEwan University Student Research Proceedings· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Lucubration
Nadia Marchettini, Fabiana Morandi, M. Rigato, E. Tiezzi
2012· article· en· International Journal of Design & Nature and Ecodynamics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Exchange Complex
Ward Chesworth
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
afffundunlabeled
Origin Explanation
Christophe Malaterre
2025· article· en· Philosophy of Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The anatomy of the great oxidation event
Simon W. Poulton, Andrew Bekker, James Farquhar, Aubrey L. Zerkle, David T. Johnston, Donald E. Canfield
2010· article· en· University of Southern Denmark Research Portal (University of Southern Denmark)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
A Morphogenesis
2025· book-chapter· en· Cambridge University Press eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Fossilization Processes
2015· book-chapter· en· Encyclopedia of Astrobiology· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
MIRRI0135201
2022· dataset· en· Entrepôt pour orphelin· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
A network theory of the origin of life
Geoffrey W. Hoffmann
2016· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About