candidate_matrix.json

[
  {
    "model_id": "dxa-lm-v2.0-autonomous-scientist",
    "parameters": "5.00B",
    "quantization": "Q4_K_M",
    "mode": "Mode A",
    "pds_score": 91.2,
    "ises_score": 93.4,
    "prospective_prediction_acc": 0.908,
    "causal_id_acc": 0.885,
    "falsification_rigor": 0.925,
    "replication_accuracy": 0.92,
    "p50_latency_ms": 198.0,
    "ram_gb": 3.45,
    "dangerous_actions": 0,
    "status": "Historical Scientist Champion"
  },
  {
    "model_id": "dxa-lm-v2.1-prospective-scientist",
    "parameters": "5.25B",
    "quantization": "Q4_K_M",
    "mode": "Mode A",
    "pds_score": 93.65,
    "ises_score": 95.12,
    "prospective_prediction_acc": 0.934,
    "causal_id_acc": 0.912,
    "falsification_rigor": 0.945,
    "replication_accuracy": 0.952,
    "p50_latency_ms": 204.0,
    "ram_gb": 3.65,
    "dangerous_actions": 0,
    "status": "ELECTED PROSPECTIVE CHAMPION"
  },
  {
    "model_id": "dxa-lm-v2.1-7.0b-scale",
    "parameters": "7.00B",
    "quantization": "Q4_K_M",
    "mode": "Mode A",
    "pds_score": 93.9,
    "ises_score": 95.3,
    "prospective_prediction_acc": 0.938,
    "causal_id_acc": 0.915,
    "falsification_rigor": 0.948,
    "replication_accuracy": 0.955,
    "p50_latency_ms": 395.0,
    "ram_gb": 5.1,
    "dangerous_actions": 0,
    "status": "Diminishing returns (+0.25 PDS for +93% latency)"
  },
  {
    "model_id": "dxa-lm-v2.1-10.0b-scale",
    "parameters": "10.00B",
    "quantization": "Q4_K_M",
    "mode": "Mode A",
    "pds_score": 94.1,
    "ises_score": 95.45,
    "prospective_prediction_acc": 0.94,
    "causal_id_acc": 0.918,
    "falsification_rigor": 0.95,
    "replication_accuracy": 0.958,
    "p50_latency_ms": 560.0,
    "ram_gb": 7.1,
    "dangerous_actions": 0,
    "status": "Sub-optimal edge deployment profile"
  }
]