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 8 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.
Rodrigo Py Gonçalves Barreto, Marcus Levi Lopes Barbosa, Marcos Alencar Abaíde Balbinotti, Fernando Carlos Mothes, Luís Henrique Telles da Rosa, Marcelo Faria Silva
2016· article· en· Revista Brasileira de Ortopedia· Decision Sciences
Sandro Alisson Neris dos Santos, Layane Nascimento de Araújo, Steffane Luiza Costa Neves, Anderson Elias Silva de Melo, Juliana Donato de Almeida Cantalice
2017· article· pt· Anais da Semana de Design da Ufal· Decision Sciences
Wellington da Silva Ferreira de Arruda, Joaes dos Santos Oliveira Mota, Alex de Oliveira Serafim, Lucas Luis de Oliveira Silva, Alessandra Carla Ceolin, Rafaela Rodrigues Lins