{
  "version": "1.0",
  "generated": "2025-12-19T11:46:23.367069",
  "dimensions": [
    "Design_explicit_vs_implicit",
    "Design_precise_vs_interpretive",
    "Design_elite_vs_vernacular",
    "Design_documenting_vs_enabling",
    "Design_static_vs_malleable",
    "Design_technical_vs_social",
    "Design_universal_vs_particular",
    "Design_durable_vs_ephemeral",
    "Entanglement_macro_vs_micro",
    "Entanglement_sovereign_vs_subsidiary",
    "Entanglement_self-enforcing_vs_enforced",
    "Entanglement_abstract_vs_embodied",
    "Entanglement_obligatory_vs_voluntary",
    "Entanglement_flocking_vs_swarming",
    "Entanglement_defensible_vs_exposed",
    "Entanglement_exclusive_vs_non-exclusive",
    "Experience_sufficient_vs_insufficient",
    "Experience_crystallized_vs_contested",
    "Experience_trust-evading_vs_trust-inducing",
    "Experience_predictable_vs_emergent",
    "Experience_exclusion_vs_inclusion",
    "Experience_Kafka_vs_Whitehead",
    "Experience_dead_vs_alive"
  ],
  "key_dimensions": [
    "Design_elite_vs_vernacular",
    "Entanglement_flocking_vs_swarming",
    "Design_static_vs_malleable",
    "Entanglement_obligatory_vs_voluntary",
    "Entanglement_self-enforcing_vs_enforced",
    "Design_explicit_vs_implicit",
    "Entanglement_sovereign_vs_subsidiary",
    "Design_technical_vs_social"
  ],
  "cluster_names": {
    "1": "Relational/Cultural",
    "2": "Institutional/Bureaucratic"
  },
  "cluster_descriptions": {
    "1": "Community-based, emergent, voluntary, cultural protocols",
    "2": "Formal, institutional, top-down, bureaucratic protocols"
  },
  "scaler": {
    "mean": [
      4.369458128078818,
      6.9926108374384235,
      4.280788177339901,
      7.071428571428571,
      5.495073891625616,
      7.605911330049261,
      4.906403940886699,
      2.8448275862068964,
      4.0,
      4.334975369458128,
      5.1330049261083746,
      4.938423645320197,
      6.458128078817734,
      4.5,
      6.098522167487685,
      8.54679802955665,
      4.768472906403941,
      4.477832512315271,
      5.470443349753695,
      4.0344827586206895,
      5.95320197044335,
      6.6600985221674875,
      6.261083743842365
    ],
    "scale": [
      3.0955956638838664,
      2.3650669037872776,
      3.1167709970002604,
      2.6396598953510204,
      2.9342088618205646,
      2.259596836619051,
      3.301903969981493,
      2.4105801980966635,
      3.0754069777539583,
      3.0923564395371748,
      2.965656347489423,
      2.947596746358859,
      3.2795786169534162,
      3.0776086295770764,
      2.404869399944494,
      1.5745910700958754,
      2.614018881400845,
      2.5185520962654415,
      2.694249175776989,
      2.5985583542877566,
      2.60073447253778,
      2.3378938755950007,
      2.7184487042280177
    ]
  },
  "lda": {
    "coefficients": [
      -0.8113131401967797,
      -0.6780978846606565,
      -1.7916346902015383,
      -0.33082387528450047,
      -1.3556757099424177,
      0.00522394587646953,
      0.2091556037617108,
      0.0052787328424997604,
      -0.5102939584967334,
      0.5243704699495828,
      0.917023369248283,
      -0.4320525790345405,
      -0.9876536429868208,
      -1.6466008241797736,
      0.020355535751261943,
      0.18873795734844703,
      0.007631434551345332,
      -0.05274873290777075,
      0.22072662646149233,
      -0.14939472173014767,
      -0.8694685683555488,
      -0.33816085503600546,
      0.17541614725190025
    ],
    "intercept": -0.5210332756593339
  },
  "cluster_centroids_scaled": {
    "1": [
      0.2874410058011442,
      0.4122427799369615,
      0.6897418450969605,
      0.2430367611616426,
      0.599669560302629,
      0.07196292092201756,
      -0.04316147692163484,
      0.14887541089907227,
      0.32967633104265,
      -0.4661354145692694,
      -0.5709326748957033,
      0.27690557920369735,
      0.5153162240398965,
      0.6197693199442068,
      0.19774541877299637,
      0.2290177968739523,
      -0.008837937705021599,
      0.15585854215092942,
      0.256692548521944,
      0.48380052961733855,
      0.4861667484706564,
      0.3216307304274786,
      0.014656219932196797
    ],
    "2": [
      -0.3267750381739341,
      -0.46865494982307176,
      -0.784127571268124,
      -0.27629442321534037,
      -0.6817296053966734,
      -0.0818104785218722,
      0.04906778428985856,
      -0.16924783554841838,
      -0.37478993423795953,
      0.529922366036642,
      0.649060304091958,
      -0.3147979216210447,
      -0.5858331810137729,
      -0.7045798584628877,
      -0.22480531818403862,
      -0.26035707434091443,
      0.01004733970676111,
      -0.17718655318210969,
      -0.2918188972670522,
      -0.550004812617605,
      -0.5526948298403266,
      -0.365643356696502,
      -0.016661807922918572
    ]
  },
  "cluster_means_original": {
    "1": [
      5.2592592592592595,
      7.967592592592593,
      6.430555555555555,
      7.712962962962963,
      7.25462962962963,
      7.768518518518518,
      4.763888888888889,
      3.2037037037037037,
      5.013888888888889,
      2.8935185185185186,
      3.439814814814815,
      5.75462962962963,
      8.148148148148149,
      6.407407407407407,
      6.574074074074074,
      8.907407407407407,
      4.74537037037037,
      4.87037037037037,
      6.162037037037037,
      5.291666666666667,
      7.217592592592593,
      7.412037037037037,
      6.300925925925926
    ],
    "2": [
      3.357894736842105,
      5.88421052631579,
      1.8368421052631578,
      6.342105263157895,
      3.4947368421052634,
      7.421052631578948,
      5.068421052631579,
      2.4368421052631577,
      2.8473684210526318,
      5.973684210526316,
      7.057894736842106,
      4.010526315789473,
      4.536842105263158,
      2.331578947368421,
      5.557894736842106,
      8.136842105263158,
      4.794736842105263,
      4.031578947368421,
      4.684210526315789,
      2.6052631578947367,
      4.515789473684211,
      5.8052631578947365,
      6.21578947368421
    ]
  },
  "thresholds": {
    "confidence_low": 0.6,
    "completeness_low": 0.5,
    "boundary_distance_low": 0.5
  },
  "metadata": {
    "total_protocols": 406,
    "cluster_1_count": 216,
    "cluster_2_count": 190
  },
  "bicorder_version": "1.2.3"
}