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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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Computational Physics and Python Applications
Retraction
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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.

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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.

1,060 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.
1,060 works in the cohort · of 4,299,418page 12 of 22

Labels cover 4 of 1,060 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 1,060 of 1,060 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
Moreuil – Bois de la Corne
2021· other· fr· Industrias Culturais (Universidade de Coimbra)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Auby – Rue Étienne Dolet
2024· other· fr· Industrias Culturais (Universidade de Coimbra)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Comptes rendus
2020· article· fr· Papyrus : Institutional Repository (Université de Montréal)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Adidas Group / Aniz Zulaikha Zamri
2022· other· en· UiTM Institutional Repositories (Universiti Teknologi MARA)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affno abstractunlabeled
Deep Learning Theory and Applications
2025· book· en· Communications in computer and information science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
DEFMap: Dynamics Extraction From cryo-em Map
Shigeyuki Matsumoto, Shoichi Ishida, Mitsugu Araki, Takayuki Kato, Kei Terayama, Yasushi Okuno
2020· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
PyMilo: A Python Library for ML I/O
AmirHosein Rostami, Sepand Haghighi, Sadra Sabouri, Alireza Zolanvari
2025· article· The Journal of Open Source Software· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
dfreproject: A Python package for astronomical reprojection
Carter Rhea, Pieter van Dokkum, Steven R. Janssens, Imad Pasha, Roberto Abraham, W. Paul Bowman +2 more
2025· article· The Journal of Open Source Software· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Session Four: Comparative Perspectives
2022· article· en· Scholarly Commons (University of the Pacific)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
From Editor
2009· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
From the Editor
2006· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2022· other· en· Directory of Open access Books (OAPEN Foundation)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Granville St. - Vancouver, B.C.
2023· other· en· Open Collections· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Spotlight on...Dr. Barbara J. King
2013· article· en· The Keep (Eastern Illinois University)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Streets of Gold
2007· article· en· Fisher Digital Publications (St. John Fisher College)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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