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0.3333, 0.0], [0.0, 0.0, 1.0, 0.0, 0.0], [0.0, 0.0, 0.0, 1.0, 0.0], [0.0, 0.0, 1.0, 0.0, 0.0], [0.75, 0.0, 0.25, 0.0, 0.0], [0.0, 0.0, 1.0, 0.0, 0.0], [1.0, 0.0, 0.0, 0.0, 0.0], [0.0, 0.0, 1.0, 0.0, 0.0]]}], "training": {"dataset": "Space-Track catalogue + authoritative SATCAT OBJECT_TYPE", "rows": 28692, "held_out_score": 0.9324, "held_out_5class": 0.9324, "held_out_commandable_binary": {"accuracy": 0.9413, "precision": 0.9264, "recall": 0.9739, "false_inert_on_live": 85, "note": "FR-07 needs one bit: can this be commanded at all? That is this number, not the 5-class figure."}, "split": "stratified 80/20"}, "honesty": ["NONMANEUVERABLE labels are AUTHORITATIVE (SATCAT OBJECT_TYPE = DEBRIS / ROCKET BODY / UNKNOWN). The PAYLOAD subdivision is name-based, because the catalogue does not subdivide it.", "MANEUVERABLE is OVER-INCLUSIVE: a defunct payload is still OBJECT_TYPE PAYLOAD, and OPS_STATUS_CODE is null throughout the dump. It means 'has an operator and propulsion by design', not 'can burn today'.", "Objects whose names give nothing away are exactly the ones this exists for, and exactly the ones we cannot score.", "Headline accuracy is flattered by the fact that Starlink sits at 53 deg / 550 km and debris clouds sit at characteristic altitudes. Read the per-class recall, not the headline.", "MINIMALLY_MANEUVERABLE precision is the weak number (~0.5 on ~275 training samples). A small payload and a small debris fragment look nearly identical from orbital elements alone, and the class is 45x rarer than NONMANEUVERABLE.", "That confusion is operationally mild: MINIMALLY and MANEUVERABLE can both burn, and FR-13 only uses the distinction to decide who yields. The distinction that governs a HARD rule is commandable-vs-inert, reported separately.", "The exported class list is the one the forest actually learned, not the full enum. A class with no weak labels is absent from the model entirely, and the loader will simply never predict it.", "Feeds FR-13 (SSC 8.c right of way). It never supplies a rule verdict directly."], "feeds": "FR-07 commandability and FR-13 right-of-way"}