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.
230 works in the cohort · of 4,299,418page 3 of 5
Labels cover 1 of 230 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 230 of 230 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Flávio Renato Barros da Guarda, Bárbara Letícia Silvestre Rodrigues, Rafaela Niels da Silva, Shirlley Jackllanny Martins de Farias, Paloma Beatriz Costa Silva, Redmilson Elias da Silva Júnior +3 more
2023· article· en· Cadernos de Saúde Pública· Environmental Science
Joanne Kaline de Oliveira Ferreira, Fábio dos Santos Santiago, Ricardo Menezes Blackburn, Cecília Tayse Muniz Texeira, Juliana Melo da Silva Brandão, Dayane das Neves Maurício
2020· article· pt· Cadernos de Agroecologia· Environmental Science
Thiago Henrique Coelho Barbosa, Isadora Maria Vital Caldeira, Karcia Rangelli Sousa de Carvalho, Antônio Junio Pereira dos Santos, Mayana de Souza Ferreira, Paulo Henrique Kingma Orlando
Francileide de Araújo Rodrigues, Solange Fátima Geraldo da Costa, Maria Andréa Fernandes, Ana Aline Lacet Zaccara, Marcella Costa Souto Duarte, Cristiani Garrido de Andrade
2015· article· pt· Redalyc (Universidad Autónoma del Estado de México)· Environmental Science
