{
  "name": "heat3-tsmixup-v10",
  "description": "heat3 curriculum corpus with TSMixup augmentation raised from 0.03 to 0.20: adds convex-combination diversity without altering the family prior.",
  "min_length": 4096,
  "max_length": 4096,
  "prefetch_depth": 2,
  "family_weights": {
    "trend_seasonal_ar": 0.1,
    "regime_shift": 0.105,
    "multiplicative": 0.05,
    "ar2": 0.105,
    "integrated": 0.09,
    "threshold_ar": 0.06,
    "chaotic": 0.01,
    "spectral_gp": 0.065,
    "long_memory": 0.06,
    "ou_stochastic_vol": 0.075,
    "physical_sensors": 0.085,
    "seasonal_counts": 0.075,
    "intermittent": 0.025,
    "pulse_outlier": 0.02,
    "conditional_stability": 0.075
  },
  "curriculum": {
    "enabled": true,
    "expected_budget_fraction": 0.65,
    "start_fraction": 0.05,
    "end_fraction": 0.70,
    "start_family_weights": {
      "trend_seasonal_ar": 0.19,
      "regime_shift": 0.10,
      "multiplicative": 0.08,
      "ar2": 0.20,
      "integrated": 0.05,
      "threshold_ar": 0.025,
      "chaotic": 0.0,
      "spectral_gp": 0.035,
      "long_memory": 0.025,
      "ou_stochastic_vol": 0.03,
      "physical_sensors": 0.105,
      "seasonal_counts": 0.09,
      "intermittent": 0.015,
      "pulse_outlier": 0.005,
      "conditional_stability": 0.05
    },
    "start_parameters": {
      "tr_exc_lo": 0.15,
      "tr_exc_hi": 0.8,
      "gr_exc_lo": 0.1,
      "gr_exc_hi": 0.6,
      "sa_clean_frac": 0.75,
      "sa_clean_lo": 0.01,
      "sa_clean_hi": 0.05,
      "integrated_heavy_frac": 0.0,
      "integrated_sv_frac": 0.0,
      "observation": {
        "censor_rate": 0.0,
        "quantize_rate": 0.02,
        "regular_hold_rate": 0.0,
        "irregular_hold_rate": 0.0,
        "irregular_hold_prob_lo": 0.0,
        "irregular_hold_prob_hi": 0.02,
        "shock_row_rate": 0.0,
        "shock_prob_lo": 0.0,
        "shock_prob_hi": 0.002
      },
      "augment": {
        "tsmixup": 0.0,
        "pad_prefix": 0.0
      }
    }
  },
  "tr_exc_lo": 0.4,
  "tr_exc_hi": 2.5,
  "gr_exc_lo": 0.3,
  "gr_exc_hi": 1.5,
  "sa_clean_frac": 0.4,
  "sa_clean_lo": 0.02,
  "sa_clean_hi": 0.12,
  "integrated_heavy_frac": 0.25,
  "integrated_sv_frac": 0.3,
  "observation": {
    "censor_rate": 0.08,
    "quantize_rate": 0.15,
    "regular_hold_rate": 0.08,
    "irregular_hold_rate": 0.25,
    "irregular_hold_prob_lo": 0.01,
    "irregular_hold_prob_hi": 0.1,
    "shock_row_rate": 0.4,
    "shock_prob_lo": 0.002,
    "shock_prob_hi": 0.025
  },
  "augment": {
    "tsmixup": 0.2,
    "pad_prefix": 0.02
  }
}