{
  "source": "Attachment 4 unaligned_50; Q2 MoFE seed_20260924 checkpoint and train-only robust scaler",
  "device": "cuda",
  "router_weight_definition": "alpha[t,e], the MoFE softmax weight assigned to each of the seven experts at a relative-progress bin; weights normalize over eligible experts for each bin",
  "router_heatmap_color_scale_min": 0.0,
  "router_heatmap_color_scale_max": 1.0,
  "router_heatmap_color_norm": "PowerNorm gamma=0.5; colorbar ticks retain raw alpha values",
  "conditions": [
    {
      "case_id": "02",
      "condition": "完整输入",
      "prediction": "neutral",
      "intensity": 0.11008816212415695,
      "confidence": 0.4620336592197418,
      "visible_bin_counts": {
        "text": {
          "visible_bins": 50,
          "total_bins": 50,
          "missing_fraction": 0.0
        },
        "audio": {
          "visible_bins": 50,
          "total_bins": 50,
          "missing_fraction": 0.0
        },
        "vision": {
          "visible_bins": 50,
          "total_bins": 50,
          "missing_fraction": 0.0
        }
      },
      "masked_ranges_0based_start_end_exclusive": {},
      "router_text_share": 0.35845422744750977,
      "router_audio_share": 0.28927531838417053,
      "router_vision_share": 0.3522704541683197
    },
    {
      "case_id": "02",
      "condition": "残缺：Text / Audio 各遮蔽 30%",
      "prediction": "positive",
      "intensity": -0.13957589864730835,
      "confidence": 0.3556613326072693,
      "visible_bin_counts": {
        "text": {
          "visible_bins": 35,
          "total_bins": 50,
          "missing_fraction": 0.30000000000000004
        },
        "audio": {
          "visible_bins": 35,
          "total_bins": 50,
          "missing_fraction": 0.30000000000000004
        },
        "vision": {
          "visible_bins": 50,
          "total_bins": 50,
          "missing_fraction": 0.0
        }
      },
      "masked_ranges_0based_start_end_exclusive": {
        "text": [
          5,
          20
        ],
        "audio": [
          18,
          33
        ]
      },
      "router_text_share": 0.2992672622203827,
      "router_audio_share": 0.25927940011024475,
      "router_vision_share": 0.44145339727401733
    },
    {
      "case_id": "03",
      "condition": "完整输入",
      "prediction": "negative",
      "intensity": -0.61025071144104,
      "confidence": 0.6876164078712463,
      "visible_bin_counts": {
        "text": {
          "visible_bins": 50,
          "total_bins": 50,
          "missing_fraction": 0.0
        },
        "audio": {
          "visible_bins": 50,
          "total_bins": 50,
          "missing_fraction": 0.0
        },
        "vision": {
          "visible_bins": 50,
          "total_bins": 50,
          "missing_fraction": 0.0
        }
      },
      "masked_ranges_0based_start_end_exclusive": {},
      "router_text_share": 0.35898107290267944,
      "router_audio_share": 0.291629433631897,
      "router_vision_share": 0.3493894934654236
    },
    {
      "case_id": "03",
      "condition": "残缺：Vision 遮蔽 30%",
      "prediction": "negative",
      "intensity": -0.6705005168914795,
      "confidence": 0.7000513672828674,
      "visible_bin_counts": {
        "text": {
          "visible_bins": 50,
          "total_bins": 50,
          "missing_fraction": 0.0
        },
        "audio": {
          "visible_bins": 50,
          "total_bins": 50,
          "missing_fraction": 0.0
        },
        "vision": {
          "visible_bins": 35,
          "total_bins": 50,
          "missing_fraction": 0.30000000000000004
        }
      },
      "masked_ranges_0based_start_end_exclusive": {
        "vision": [
          18,
          33
        ]
      },
      "router_text_share": 0.39606449007987976,
      "router_audio_share": 0.3422035872936249,
      "router_vision_share": 0.26173192262649536
    }
  ],
  "controlled_missing_note": "The partial examples are controlled masks, not native Attachment 4 missingness. The complete examples retain all 50 bins in all modalities.",
  "relative_time_limit": "The unaligned rows have no physical timestamps; frames and waveform are shown against normalized progress only.",
  "outputs": [
    "mofe_router_heatmap_examples.png",
    "mofe_router_heatmap_examples.pdf",
    "mofe_router_heatmap_summary.csv",
    "mofe_router_heatmap_scores.csv"
  ]
}