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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20012025
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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.
717 works in the cohort · of 4,299,418page 5 of 15
Labels cover 2 of 717 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 717 of 717 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Suguna G. Chickaramanna, S. T. Veerabhadrappa, P M Shivakumara Swamy, Seenapahalli Nanjundaiah Sheela, Shivapura Krishna Keerthana, Umesh Likith +2 more
2022· article· en· Revue d intelligence artificielle· Medicine
Haider Sahib Nasrallah, Ivan V. Stepanyan, Karrar Sahib Nassrullah, Neder Jair Mendez Florez, Israa M. Abdalameer Al-Khafaji, Abdelrrahmane Mohamed Zidoun +3 more
2024· article· en· Revue d intelligence artificielle· Engineering