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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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Space Science and Extraterrestrial 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
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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.

646 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.
646 works in the cohort · of 4,299,418page 1 of 13

Labels cover 0 of 646 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 646 of 646 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Encyclopedia of Astrobiology
2011· book· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
243
citations
venueno affunlabeled
Art, Energy and Technology: the Solarpunk Movement
Juan David Reina-Rozo
2021· article· en· International Journal of Engineering Social Justice and Peace· Physics and Astronomy
machine prediction:candidate · stsconsensus · none
75
citations
affunlabeled
A Strategy for Origins of Life Research
Caleb Scharf, Nathaniel Virgo, Henderson James Cleaves, Masashi Aono, Nathanaël Aubert-Kato, Arsev Umur Aydınoğlu +31 more
2015· article· en· Astrobiology· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
66
citations
affunlabeled
Is IR going extinct?
Audra Mitchell
2016· article· en· European Journal of International Relations· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
63
citations
affunlabeled
The Age of Generative AI and AI-Generated Everything
Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang, Shuguang Cui +6 more
2024· article· en· IEEE Network· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
62
citations
affunlabeled
Visions of Human Futures in Space and SETI
Jason T. Wright, Michael P. Oman‐Reagan
2017· article· en· OSF Preprints (OSF Preprints)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Planetary Systems and the Origins of Life
Ralph E. Pudritz, Paul G. Higgs
2007· book· en· Cambridge University Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Kantian Foundations for a Cosmocentric Ethic
Anna Frammartino Wilks
2016· book-chapter· en· Space and society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
23
citations
afffundvenueaboutunlabeled
Dark matter candidates and searches
Nassim Bozorgnia, Joseph Bramante, James M. Cline, David Curtin, David McKeen, David E. Morrissey +4 more
2024· article· en· Canadian Journal of Physics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Dark Energy
Miao Li, Xiaodong Li, Shuang Wang, Yi Wang
2014· book· en· Peking University-World Scientific advanced physics series/Peking University-World Scientific advance physics series· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Off the Grid
Edward Doolittle
2018· book-chapter· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
Is life what we make of it?
Kathryn Denning
2011· review· en· Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
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