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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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.
325 works in the cohort · of 4,299,418page 1 of 7
Labels cover 1 of 325 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 325 of 325 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya, Lorrayne Guimarães Bavaresco, Bruna Coelho de Lima, Nayara Vasconcelos Estrabis +8 more
2019· article· en· Remote Sensing· Agricultural and Biological Sciences
Ana Luisa Alves Ribeiro, Gabriel Mascarenhas Maciel, Ana Carolina Silva Siquieroli, José Magno Queiróz Luz, Rodrigo Bezerra de Araújo Gallis, Pablo Henrique de Souza Assis +2 more
2023· article· en· Agriculture· Agricultural and Biological Sciences
Andressa Alves Clemente, Gabriel Mascarenhas Maciel, Ana Carolina Silva Siquieroli, Rodrigo Bezerra de Araújo Gallis, José Magno Queiróz Luz, Fernando César Sala +2 more
2023· article· en· Agronomy· Agricultural and Biological Sciences