{ "basis": "unknown", "note": "The baseline M, written by hand. This is what the bot plays with when no --weights is given, and the set a fitted one has to beat: see Weights::hand_authored in crates/sds-core/src/features/mod.rs for the sentence behind each number, and plan/training.md for why the baseline is permanent. Every feature is normalised to 0.0..=1.0, so a weight is the points of value that feature is worth at full strength. Basis unknown: fitted before `sds train` recorded the feature basis, and the fingerprint cannot be reconstructed after the fact.", "version": 1, "weights": { "ammo_spent": -0.5, "arc_spread": 1.0, "attacker_self_damage": -4.0, "charge_damage": 4.0, "cohesion": 1.0, "concentration": 3.0, "cover_quality": 2.0, "defense_1plus": 0.22, "defense_2plus": 0.3, "defense_3plus": 0.37, "defense_4plus": 0.44, "defense_5plus": 0.37, "defense_6plus": 0.3, "deploy_ground": 3.0, "deploy_outlook": 1.5, "elevation_gain": 1.0, "expected_damage": 4.0, "heat_ammo_explosion_risk": -8.0, "heat_incurred": 0.0, "heat_mp_penalty": -1.0, "heat_shutdown_risk": -6.0, "heat_to_hit_penalty": -2.0, "incoming_damage": -4.0, "infantry_open": -3.0, "level_terrain": 1.5, "level_tmm": 1.5, "los_in": -1.5, "los_out": 1.5, "overkill": -3.0, "p_kill": 8.0, "p_psr_threshold": 1.5, "percent_options": 2.0, "range_band_fit": 3.0, "rear_arc_exposure": -2.0, "rear_arc_gain": 2.0, "dfa_damage": 4.0, "self_damage": -4.0, "submerged": -4.0, "target_breach": 2.5, "target_gunnery": 1.0, "target_health": -2.0, "target_piloting": 0.5, "troopers_removed": 3.0 } }