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.
474 works in the cohort · of 4,299,418page 5 of 10
Labels cover 2 of 474 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 474 of 474 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Inêz Alexandre dos Santos, Andréa Lanza Cordeiro de Souza, Itanilde de Angiolis Silva, Márcia Ribeiro Maduro, Orlem Pinheiro de Lima, Nilson José de Oliveira Júnior +3 more
2020· article· pt· Revista Científica Multidisciplinar Núcleo do Conhecimento· Decision Sciences
Raquel Faria Scalco, Carla Araújo Simões, Vladimir Diniz Vieira Ramos, Diego Rodrigues Macedo, Isaac Henriques de Medeiros, Gustavo Grillo Teixeira +13 more
2009· article· pt· Revista Geografias· Decision Sciences
Ana Eloisa Rocha Dias, Ádnny Rayane da Silva Farinha, Kátia Maki Omura, Suellen Alessandra Soares de Moraes, Víctor Augusto Cavaleiro Corrêa, Glenda Miranda da Paixão
2025· article· en· Revista de Terapia Ocupacional da Universidade de São Paulo· Decision Sciences
Arnaldo Gomes do Amaral, Emanuelle Totoli de Oliveira, Sindy Mirian Leite, Johanes Paulo Wedekind, Jéssica Wasny Martins Rosella, Talita França da Cruz +1 more
Cláudio José Donato, Eduardo de Lima Silva, Hualacy Guilherme Odilon do Nascimento, Irene Caires da Silva, Joselene Lopes Alvim, Leticia Moreira da Silva +6 more
Cláudia Aline de Souza Ramser, Vinícius Strassburger, Nádya Regina Bilibio Antonello, Letícia Marasca, Camila Caponi da Rosa Da Rosa, Antonio Marcos Bezerra +2 more
2023· article· pt· Revista de Gestão e Secretariado (Management and Administrative Professional Review)· Decision Sciences
