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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20052025
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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.
90 works in the cohort · of 4,299,418page 1 of 2
Labels cover 0 of 90 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 90 of 90 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Шевела Екатерина Яковлевна, Васильев Игорь Анатольевич, Ступак Вячеслав Владимирович, Половников Евгений Владимирович, Самохин Александр Геннадьевич, Окладников Геннадий Иванович +3 more
Белая Жанна Евгеньевна, P Bilezikian John, Ершова Ольга Борисовна, Лесняк Ольга Михайловна, Марченкова Лариса Александровна, Родионова Светлана Семеновна +3 more
2018· article· ru· CyberLeninK (CyberLeninka)· Medicine
Алексеев Максим Юрьевич, Николаев Артем Моисеевич, Зубченко Александр Васильевич, Распутина Елена Николаевна, Легун Анна Григорьевна, Ильмаст Николай Викторович +1 more
