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.
127 works in the cohort · of 4,299,418page 3 of 3
Labels cover 0 of 127 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 127 of 127 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Guillermo Sánchez‐Martínez, Constance J. Mehmel, Ernesto González‐Gaona, Sylvia R. Mori, Juan Antonio López‐Hernández, José Carlos Monárrez‐González +3 more
2022· article· en· Agricultural and Forest Entomology· Environmental Science
Mikaelison da Silva Lima, Guilherme Pratissoli Pancieri, Daiane das Graças do Carmo, Tamíris Alves de Araújo, Jhersyka da Silva Paes, Rodrigo Soares Ramos +1 more
2024· article· en· Agricultural and Forest Entomology· Agricultural and Biological Sciences