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.
97 works in the cohort · of 4,299,418page 1 of 2
Labels cover 0 of 97 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 97 of 97 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Saimo R. Souza, Maria das Dores Magalhães Veloso, Mário M. Espírito‐Santo, Jhonathan O. Silva, Arturo Sánchez‐Azofeifa, Betânia Guedes Souza e Brito +1 more
Nathan Felipe da Silva Caldana, Pablo Ricardo Nitsche, Alan Carlos Martelócio, Anderson Paulo Rudke, Geovanna Cristina Zaro, Luiz Gustavo Batista Ferreira +3 more
Gláucia Regina Santos, Marina Shinkai Gentil Otto, José Raimundo de Souza Passos, Felipe Ferreira Onofre, Valdemir Antônio Rodrigues, Felipe Rossetti de Paula +1 more
2019· article· en· Southern Forests a Journal of Forest Science· Environmental Science
Jacqueline J. N. da Silva, William Zamboni de Mello, Renato de Aragão Ribeiro Rodrigues, Bruno José Rodrígues Alves, Patricia Alexandre de Souza, Marcela Cardoso Guilles da Conceição
2018· article· en· Revista Virtual de Química· Environmental Science
José Edílson Gonçalves dos Santos, José Weverton Almeida‐Bezerra, Viviane Bezerra da Silva, Karina Vieiralves Linhares, Arycelle Alves de Oliveira, Natália Barbosa Campos +6 more
2019· article· en· Journal of Agricultural Science· Environmental Science
Ayrton da Silva Lima, João Luciano de Andrade Melo Júnior, Luan Danilo Ferreira de Andrade Melo, Keven Willian Sarmento Galdino da Silva, Vanuze Costa de Oliveira, Reinaldo de Alencar Paes +2 more
2023· article· pt· Contribuciones a las Ciencias Sociales· Environmental Science
Adão Batista de Araújo, Patrícia Carneiro Souto, Jacob Silva Souto, Fabio Junho Alves da Silva, Francisco de Assis Pereira Leonardo, César Henrique Alves Borges
2018· article· en· Journal of Agricultural Science· Environmental Science
Juliana Patrícia Fernandes Guedes Barros, Camila Gardenea de Almeida, Gabriel Antonio Silva Soares, Joélia Natália Bezerra da Silva, Carlos José dos Santos Freitas, M. S. B. de Moura +1 more
2023· article· pt· Journal of Hyperspectral Remote Sensing· Environmental Science
Rosival B. A. Lima, Luíz Carlos Marangon, Fernando José Freire, Ana Lícia Patriota Feliciano, Maria Betânia Galvão dos Santos Freire, R.K.S. Silva +1 more
2019· article· en· Journal of Agricultural Science· Environmental Science
