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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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Astrophysics and Star Formation Studies
Retraction
Abstract
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Study design
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.

3,691 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.
3,691 works in the cohort · of 4,299,418page 67 of 74

Labels cover 1 of 3,691 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 3,691 of 3,691 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.

aboutno affunlabeled
Dyson. 2002.
2007· article· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
An Observed Lack of Substructure in Starless Cores
Scott Schnee, Melissa L. Enoch, Doug Johnstone, T. Culverhouse, E. M. Leitch, Daniel P. Marrone +1 more
2010· article· en· arXiv (Cornell University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
[no title]
2022· other· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
The VLT-FLAMES Tarantula Survey
2012· article· en· Springer Link (Chiba Institute of Technology)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Migration and Tourism: People on the Move
2011· article· en· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Spectral Stacking of Radio-Interferometric Data
Lukas Neumann, Jakob S. den Brok, Frank Bigiel, Adam K. Leroy, A. Usero, Ashley T. Barnes +8 more
2023· preprint· en· arXiv (Cornell University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
ALMA-IMF
2022· article· en· Greater South Information System· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Radiative Transfer and Starless Cores
2004· preprint· en· arXiv (Cornell University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Problems and questions
Sun Kwok
2000· book-chapter· en· Cambridge University Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The enigmatic multiple star VV Ori
E. Budding, J. Southworth, K. Pavlovski, Michael D. Rhodes, Zihao Wu, Tom Love +3 more
2023· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Rest et al. reply
A. Rest, J. L. Prieto, N. R. Walborn, Nathan Smith, Federica Bianco, R. Chornock +11 more
2012· article· en· Nature· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Formation and Evolution of Multiple Star Systems
John Tobin, Marina Kounkel, Stella S. R. Offner, Patrick Sheehan, Doug Johnstone, S. T. Megeath +10 more
2019· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Vladimir Putin
2008· article· en· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Modal Analysis of the Irradiation Instability
Jeffrey Fung, Pawel Artymowicz
2013· article· en· Proceedings of the International Astronomical Union· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
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