{
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        "mean_pre_trace",
        "mean_post_trace",
        "mean_pre_trace_ltd",
        "std_pre_trace",
        "mean_delta_w",
        "ltp_rate",
        "ltd_rate",
        "mean_associativity_contribution",
        "associativity_event_count",
        "mean_learning_rate_mod",
        "std_learning_rate_mod",
        "mean_autocorrelation_window",
        "std_autocorrelation_window",
        "autocorrelation_coefficient_mean",
        "mean_threshold_excitatory_effective",
        "mean_threshold_inhibitory_effective",
        "threshold_modulation_by_ach",
        "threshold_modulation_by_autoreceptor",
        "ionotropic_contribution_mean",
        "metabotropic_contribution_mean",
        "modulator_grid_entropy",
        "modulator_grid_gradient_magnitude",
        "dopamine_spatial_variance",
        "serotonin_spatial_variance",
        "silent_synapse_fraction",
        "silent_to_active_transitions",
        "active_to_silent_transitions",
        "subthreshold_integration_count",
        "near_threshold_fraction",
        "pac_theta_gamma",
        "pac_delta_theta",
        "mean_phase_velocity",
        "itu_mean_fitness",
        "itu_fitness_variance",
        "itu_mutation_events",
        "itu_pruning_events",
        "circadian_phase",
        "day_night_state",
        "mean_body_temperature",
        "temperature_variance",
        "resting_fraction",
        "proprioceptron_forced_turns",
        "rock_collision_rate"
      ],
      "description": "Global time-series metrics (ticks). Includes v3.0 circadian/temperature."
    },
    {
      "name": "weight_evolution_events",
      "filepath": "weight_evolution_events.parquet",
      "num_rows": 275877810,
      "size_bytes": 5250363489,
      "num_columns": 8,
      "columns": [
        "game_id",
        "round_number",
        "tick",
        "pre_id",
        "post_id",
        "w_fast_delta",
        "w_slow_delta",
        "w_meta_delta"
      ],
      "description": "Weight changes across fast/slow/meta timescales."
    },
    {
      "name": "world_grids",
      "filepath": "world_grids.parquet",
      "num_rows": 2791,
      "size_bytes": 1422890,
      "num_columns": 4,
      "columns": [
        "game_id",
        "round_number",
        "world_size",
        "grid_json"
      ],
      "description": "Full world grid terrain data."
    }
  ],
  "paper_section_mapping": {
    "section_1_trinary_neuromodulation": [
      "excitatory_fraction",
      "inhibitory_fraction",
      "neutral_fraction",
      "dopamine",
      "serotonin",
      "acetylcholine",
      "norepinephrine",
      "autoreceptor_mean",
      "autoreceptor_std",
      "threshold_modulation_by_ach",
      "threshold_modulation_by_autoreceptor",
      "mean_threshold_excitatory_effective",
      "mean_threshold_inhibitory_effective"
    ],
    "section_2_temporal_dynamics": [
      "oscillator_low",
      "oscillator_mid",
      "oscillator_high",
      "oscillator_drive",
      "temporal_sync",
      "mean_phase_velocity",
      "membrane_potential_mean"
    ],
    "section_3_synaptic_computation": [
      "mean_w_fast",
      "mean_w_slow",
      "mean_w_meta",
      "std_w_fast",
      "std_w_slow",
      "std_w_meta",
      "mean_pre_trace",
      "mean_post_trace",
      "mean_pre_trace_ltd",
      "ionotropic_contribution_mean",
      "metabotropic_contribution_mean",
      "silent_synapse_count",
      "active_synapse_count",
      "modulatory_synapse_count",
      "silent_synapse_fraction",
      "mean_synapse_integrity"
    ],
    "section_4_plasticity_adaptation": [
      "ltp_rate",
      "ltd_rate",
      "mean_delta_w",
      "mean_associativity_contribution",
      "associativity_event_count",
      "mean_learning_rate_mod",
      "std_learning_rate_mod"
    ],
    "section_5_complex_signaling": [
      "subthreshold_integration_count",
      "near_threshold_fraction",
      "mean_branch_potential",
      "mean_plateau_potential",
      "dendritic_spike_count"
    ],
    "section_6_self_generated_activity": [
      "spontaneous_firing_count",
      "driven_firing_count",
      "mean_autocorrelation_window",
      "std_autocorrelation_window",
      "autocorrelation_coefficient_mean",
      "mean_intrinsic_timescale",
      "timescale_heterogeneity"
    ],
    "section_7_synchronization": [
      "phase_coherence",
      "cfc_low_mid",
      "cfc_mid_high",
      "pac_theta_gamma",
      "pac_delta_theta",
      "branching_ratio"
    ],
    "section_8_aigarth_itu": [
      "itu_mean_fitness",
      "itu_fitness_variance",
      "itu_mutation_events",
      "itu_pruning_events"
    ],
    "section_9_circadian_temperature": [
      "circadian_phase",
      "day_night_state",
      "mean_body_temperature",
      "temperature_variance",
      "resting_fraction",
      "circadian_metabolic_multiplier"
    ],
    "section_10_proprioceptron": [
      "proprioceptron_forced_turns",
      "rock_collision_rate",
      "proprioceptron_rock_hits",
      "brain_movement_weight",
      "proprioceptron_successful_streak",
      "proprioceptron_last_move_result",
      "consecutive_successful_moves"
    ],
    "lineage_tracking": [
      "parent_0",
      "parent_1",
      "ancestors_json",
      "ancestors_count",
      "rounds_survived",
      "clan_id",
      "session_game_id"
    ],
    "per_nxer_time_series_level3": [
      "input_6_daynight",
      "input_7_temperature",
      "input_8_proprioception",
      "output_5_resting",
      "network_activity",
      "branching_ratio",
      "total_energy",
      "average_energy",
      "dopamine",
      "serotonin",
      "acetylcholine",
      "norepinephrine",
      "membrane_potential_mean",
      "membrane_potential_std",
      "excitatory_fraction",
      "inhibitory_fraction",
      "neutral_fraction",
      "mean_w_fast",
      "mean_w_slow",
      "mean_w_meta",
      "phase_coherence",
      "fitness_score",
      "food_found",
      "explored",
      "mates_performed",
      "body_temperature",
      "circadian_phase",
      "is_resting",
      "proprioceptron_rock_hits",
      "proprioceptron_forced_turns",
      "proprioceptron_successful_streak",
      "proprioceptron_last_move_result",
      "brain_movement_weight"
    ]
  }
}