{
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        {
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      "final_parts_proxies": {
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  "limitations": [
    "A components are image-statistic proxies, not learned independent style atoms.",
    "Color, image edges, semantic content and texture can affect multiple scores.",
    "The two candidate LoRA response groups are not trained style-specific components.",
    "Intermediate x0 estimates are approximate; the first two objectives are retained in later stages.",
    "One B, one A, one seed, one switch schedule; no model weights were trained."
  ],
  "pixel_changes_0_255": {
    "joint_vs_native": {
      "all": 7.982875823974609,
      "content_region": 11.777835102201259
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    "staged_vs_native": {
      "all": 5.2488053639729815,
      "content_region": 7.947023531675838
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    "staged_vs_joint": {
      "all": 4.6414794921875,
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  "local_proxy_responses": [
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      "strength_increment": 0.35,
      "component_order": [
        "color",
        "direction",
        "texture"
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      "column_cosine": 0.9914956667518151,
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      "interpretation": "Finite differences of three proxies at one sampler state, not independent style factors."
    },
    {
      "schedule": "joint",
      "step_index": 21,
      "strength_increment": 0.35,
      "component_order": [
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      "column_cosine": 0.9811353436611118,
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      "interpretation": "Finite differences of three proxies at one sampler state, not independent style factors."
    },
    {
      "schedule": "joint",
      "step_index": 27,
      "strength_increment": 0.35,
      "component_order": [
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        "texture"
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      "column_cosine": 0.7468570052000241,
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      "interpretation": "Finite differences of three proxies at one sampler state, not independent style factors."
    },
    {
      "schedule": "staged",
      "step_index": 15,
      "strength_increment": 0.35,
      "component_order": [
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      "interpretation": "Finite differences of three proxies at one sampler state, not independent style factors."
    },
    {
      "schedule": "staged",
      "step_index": 21,
      "strength_increment": 0.35,
      "component_order": [
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        "texture"
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      "interpretation": "Finite differences of three proxies at one sampler state, not independent style factors."
    },
    {
      "schedule": "staged",
      "step_index": 27,
      "strength_increment": 0.35,
      "component_order": [
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        "direction",
        "texture"
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      "relative_proxy_changes": [
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      "interpretation": "Finite differences of three proxies at one sampler state, not independent style factors."
    }
  ]
}