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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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DergiPark (Istanbul University)
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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.

903 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.
903 works in the cohort · of 4,299,418page 15 of 19

Labels cover 1 of 903 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 903 of 903 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.

affunlabeled
10.5281/zenodo.3576157
Zhanfeng Zhao, Walter A. Illman
2019· dataset· en· DergiPark (Istanbul University)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
#the history written through life
Burcu Canar
2014· article· tr· DergiPark (Istanbul University)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Epirus Kralı Pyrrhus'un sikkeleri
Işık Albasan
2025· article· en· DergiPark (Istanbul University)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Theory of Unipolar Politics
Furkan Polat
2016· article· tr· DergiPark (Istanbul University)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Bir Köpekte Amitraz Toksikasyonu
İsmail Aytekin, Nuri Altuğ, Hasan Oktay Öztürk
2011· article· tr· DergiPark (Istanbul University)· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About