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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20012025
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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.
76 works in the cohort · of 4,299,418page 2 of 2
Labels cover 0 of 76 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 76 of 76 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
S; id_orcid 0000-0003-0637-8840 Sheridan, R.; id_orcid 0000-0002-1320-5801 Pope, R MacPhee, S MacQuarrie, S Fischer, G; id_orcid 0000-0001-9396-106X Buzza +6 more
2024· article· en· Charles Sturt University Research Output (CRO)· Health Professions
Samantha; id_orcid 0000-0003-0637-8840 Sheridan, Rod; id_orcid 0000-0002-1320-5801 Pope, Russell Rayner, Sandy MacQuarrie, Renée S. MacPhee, Steve Fischer +6 more
2024· article· en· Charles Sturt University Research Output (CRO)· Health Professions
Stephen D.; id_orcid 0000-0001-7951-4634 Cork, Alex Heater, T. B. Stork, Lihong; id_orcid 0000-0001-5728-4356 Zheng, Jane; id_orcid 0000-0002-9310-0291 Quinn
2025· article· en· Charles Sturt University Research Output (CRO)· Chemistry