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.
Results by year
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.
309 works in the cohort · of 4,299,418page 1 of 7
Labels cover 0 of 309 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 309 of 309 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Pollyana Bezerra de Azevedo, José Cleidimário Araújo Leite, Woslley Sidney Nogueira de Oliveira, Franciédna Maria da Silva, Paloma Mara de Lima Ferreira
2015· article· pt· Revista Verde de Agroecologia e Desenvolvimento Sustentável· Environmental Science
Patrine Nunes Gomes, Marcília Martins da Silva, Luana de Castro Pereira, Luzirany Soares Lopes, Cecília de Souza Carvalho, Raiane Oliveira de Souza +1 more
2019· article· pt· Revista Brasileira de Gestão Ambiental e Sustentabilidade· Environmental Science
Wallaf Silva Lopes, Maria Andréia Corrêa Mendonça, Luan Felipe da Silva Frade, Marília Palheta da Silva, André Luiz Silva Fachardo, Yasmin Giovanna Santos Carvalho +5 more
Antônio Donizetti Sgarbi, Maria das Graças Ferreira Lobino, Sabrine Lino Pinto, Therezinha de Jesus Chanca Lovat, Maria Luiza de Lima Marques, Wellington Alves dos Santos
2016· article· pt· Revista Práxis Online/Revista Práxis· Environmental Science
Walter Rodrigues Marques, André Nogueira Machado, Waldelice Oliveira Almeida, Ana Paula Cerqueira Marques, Ana Valéria Lucena Lima Assunção, Vânia Pimentel Silva +1 more
