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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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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.

12,343 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.
12,343 works in the cohort · of 4,299,418page 67 of 247

Labels cover 62 of 12,343 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 12,343 of 12,343 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
Meilleurs voeux et évolution du BDD
Christian Verger, Max Dratwa
2019· article· fr· DOAJ (DOAJ: Directory of Open Access Journals)· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Policy Research: Good or Bad?
Jerry P. White
2013· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
machine prediction:candidate · metaresearchconsensus · metaresearch
0
citations
aboutno affunlabeled
شواهد کانی سازی مس پورفیری در منطقه چشمه خوری، شمال غرب بیرجند: زمین شناسی، دگرسانی، کانی سازی، ژئوشیمی، سیالات درگیر و ایزوتوپ پایدار
مریم جاویدی مقدم, محمد حسن کریم پور, آزاده ملکزاده شفارودی
2019· article· fa· DOAJ (DOAJ: Directory of Open Access Journals)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Data clustering for circle detection
Tomislav Marošević
2014· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
5/ Writing and filming queer deaths
Joshua Adair, Stacey Berry, Giulia Bigongiari, Mél Hogan, Anna Chiara Corradino
2021· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
História da poesia digital: derivações
Revista Fronteiraz
2017· article· pt· DOAJ (DOAJ: Directory of Open Access Journals)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial: Oncology nursing is in good hands!
Margaret I. Fitch
2021· editorial· en· DOAJ (DOAJ: Directory of Open Access Journals)· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Maximilien Laroche
Suzanne Crosta
2017· article· no· DOAJ (DOAJ: Directory of Open Access Journals)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Tamoxifen for women at high risk of breast cancer
Nazarali SA, Narod SA
2014· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
La maison Saint-Gabriel
Joana Joachim
2016· article· fr· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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