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.
1,245 works in the cohort · of 4,299,418page 16 of 25
Labels cover 2 of 1,245 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 1,245 of 1,245 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.
Daniel Tse, A. Paladini, A. Dhanda, A. Weigert, M. Reina Ortiz, Mario Santana Quintero +3 more
2019· article· en· The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Earth and Planetary Sciences
T. Molnar, Raffaella Brumana, Marzia Conventi, M. Previtali
2019· article· en· The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Earth and Planetary Sciences
Dimitrios Bolkas, Erica Isabella Parisi, Ivan Detchev, Matt O’Banion, V. Gramlich
2023· article· en· The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Earth and Planetary Sciences
Zeynep Emel Ekim, Mario Santana Quintero, K. Percy, Stéphanie Ward, Stephen Fai, J. Gregg +3 more
2013· article· en· The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Earth and Planetary Sciences
2019· article· en· The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Earth and Planetary Sciences
