An overview of the geology on the C-type Main Belt asteroid (52246) Donaldjohanson from NASA’s Lucy flyby
Bibliographic record
Abstract
NASA’s Lucy mission [1] will explore the Trojan asteroids, a population of small bodies in the Sun-Jupiter L4 and L5 Lagrange points. En route to the Trojans, Lucy encountered the main belt C-type asteroid (52246) Donaldjohanson on April 20, 2025 [2]. The flyby was an opportunity to assess the performance of the science instruments when observing a small body, as well as test the spacecraft functions needed for the Trojan encounters.Data types from the Donaldjohanson encounter include visible images from the L’LORRI [3] and TTCam [4] instruments. The images span a range of phase angles, resolutions, and viewing geometries. These data enable measurements of body dimensions and shape [5], albedo [6], and surface features. The overall shape of Donaldjohanson suggests a contact binary, a situation in which two objects merged to become a single object, with the shape of the merged object expressing a bi-lobed geometry; the connection between the two lobes is narrower and informally called the “neck”. One lobe apparently is larger than the other [5]. Craters and boulders, which are common surface features on other asteroids, are present across both lobes and the neck [7, 8]. The surfaces of the lobes express similar regional surface morphologies, apparently dominated by impact cratering. The large lobe has pit-chain like features [9]. The neck’s surface is generally smoother than the lobes, and the craters on the neck often appear to be shallower, and some have relatively flat floors. The neck has two prominent ridge-like features that are approximately at either end of its hourglass shape; i.e., the ridges are approximately at the interfaces between the neck and the two lobes. The neck’s geometry relative to the lobes results in a distinct region of surface gravity, surface stress, and volumetric stress [10].Collectively the features, their distributions, and their morphologies may reflect processes expected to be common among all asteroids (i.e. cratering, boulder and regolith generation and redistribution), as well as processes that are the result of contact binary formation and evolution. More broadly, contact binaries have been observed in comets and Kuiper Belt objects (in addition to asteroids), and the novel high-resolution Lucy data will help elucidate the processes for this class of object.References[1] Levison et al. (2021) PSJ 2, 171. [2] Levison et al. (2025) this conference. [3] Weaver et al. (2023) SSR 219, article id 82. [4] Bell et al. (2023) SSR 219, article id 86. [5] Mottola et al. (2025), this conference. [6] Spencer et al. (2025), this conference. [7] Robbins et al. (2025), this conference. [8] Scully et al. (2025), this conference. [9] Nichols-Fleming et al. (2025), this conference. [10] Hirabayashi et al. (2025), this conference. AcknowledgementsThe Lucy mission is funded through the NASA Discovery program via contract numbers NNM16AA08C and NNG17FD73C.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.007 | 0.006 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 0.006 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".