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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
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.

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 2 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.

venueno affunlabeled
Presentation of Dark Matter Candidates
Koshun Suto
2017· article· en· Applied Physics Research· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Blurring Out Cosmic Puzzles
Yann Benétreau-Dupin
2015· article· en· Philosophy of Science· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Phase Media: Space, Time, and the Politics of Smart Objects
Jeremy W. Crampton, Lizzie Richardson, Scott Rodgers, Agnieszka Leszczynski, Jim Thatcher, James Ash
2019· article· en· The AAG Review of Books· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Better Than Earth
René Heller
2014· article· en· Scientific American· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
The coherence of an engineered world
D. Halsmer, J. Asper, N. Roman, T. Todd
2009· article· en· International Journal of Design & Nature and Ecodynamics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Technological exaptation: a narrative approach
Raghu Garud, Joel Gehman, Antonio Giuliani
2016· article· en· Industrial and Corporate Change· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
6
citations
affvenueunlabeled
The Future Has Already Happened
Alex Levant
2018· article· en· Con Texte· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
6
citations
fundno affunlabeled
The present-day cosmic phosphorus abundance
P. Aschenbrenner, Kate Butler, N. Przybilla
2025· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Philosophy of technology
Andrew Feenberg, Jairo Dias Carvalho
2015· article· es· Revista de Filosofia Aurora· Physics and Astronomy
machine prediction:candidate · stsconsensus · none
5
citations
affno abstractunlabeled
The Height of a Giraffe
2009· article· en· Foundations of Physics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
5
citations
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