[
  {
    "id": "credential_blind_talent_loss",
    "display_name": "Credential-Blind Talent Loss",
    "description": "High cost/credential pressure hides non-traditional talent.",
    "variables": {
      "P_cost": 0.85,
      "P_credential": 0.9,
      "P_access": 0.75,
      "P_time": 0.7,
      "EOW_t": 0.25,
      "PublicProvenance_t": 0.2,
      "TC_t": 0.3,
      "ID_t": 0.35
    }
  },
  {
    "id": "ai_crutch_formation_debt",
    "display_name": "AI-Crutch Formation Debt",
    "description": "AI used as crutch creates passed-but-unformed states.",
    "variables": {
      "P_AI": 0.8,
      "P_AI_crutch": 0.85,
      "VerificationTraining_t": 0.25,
      "ScaffoldDiscipline_t": 0.3,
      "HumanMentorship_t": 0.35,
      "RF_t": 0.4,
      "FormationPreservingAI_t": 0.35
    }
  },
  {
    "id": "teacher_pressure_chamber",
    "display_name": "Teacher Pressure Chamber",
    "description": "High teacher overload turns classroom into compression field.",
    "variables": {
      "TIP_t": 0.85,
      "CCL_t": 0.8,
      "PEM_t": 0.75,
      "P_attention": 0.75,
      "P_AI": 0.65,
      "P_institution": 0.75,
      "TeacherTime_t": 0.25,
      "ParentLiteracy_t": 0.3,
      "IE_t": 0.35
    }
  },
  {
    "id": "parent_projection_college_survival",
    "display_name": "Parent Projection / College-as-Survival",
    "description": "Parent fear drives premature college pressure.",
    "variables": {
      "PEI_t": 0.85,
      "P_college_only": 0.9,
      "PCE_t": 0.8,
      "CFD_t": 0.75,
      "EducationHistoryVisibility_t": 0.3,
      "FutureFitDialogue_t": 0.35,
      "ChoicePlurality_t": 0.25,
      "CG_t": 0.4,
      "PR_t": 0.45,
      "FCA_t": 0.35
    }
  },
  {
    "id": "latent_genius_burial",
    "display_name": "Latent Genius Burial",
    "description": "High-potential cognition is misread as failure.",
    "variables": {
      "LG_t": 0.8,
      "P_labeling": 0.85,
      "P_credential": 0.75,
      "CTF_t": 0.7,
      "IF_t": 0.65,
      "CL_t": 0.3,
      "DE_t": 0.35,
      "DR_t": 0.3,
      "EOW_t": 0.4,
      "MentorBridge_t": 0.35,
      "TL_t": 0.3
    }
  },
  {
    "id": "hollow_metadata_context_collapse",
    "display_name": "Hollow Metadata / Context Collapse",
    "description": "Metadata remains while meaning collapses.",
    "variables": {
      "HD_t": 0.85,
      "CC_t": 0.85,
      "MH_t": 0.8,
      "P_context_collapse": 0.85,
      "AL_t": 0.75,
      "CDens_t": 0.25,
      "PI_t": 0.25,
      "BA_t": 0.25,
      "RMC_t": 0.2,
      "Auditability_t": 0.25
    }
  },
  {
    "id": "density_bound_reconstruction",
    "display_name": "Density-Bound Reconstruction",
    "description": "Context can be reconstructed from surviving density with bounded uncertainty.",
    "variables": {
      "SDS_t": 0.85,
      "RS_t": 0.8,
      "PA_t": 0.8,
      "BSig_t": 0.85,
      "RMC_t": 0.8,
      "Corr_t": 0.2,
      "AL_t": 0.25,
      "CDens_t": 0.8,
      "BA_t": 0.8,
      "BR_t": 0.75
    }
  },
  {
    "id": "context_lossless_transfer",
    "display_name": "Context-Lossless Transfer",
    "description": "Transfer preserves both bits and meaning-structure.",
    "variables": {
      "BI_t": 0.95,
      "CDens_t": 0.85,
      "PI_t": 0.85,
      "BA_t": 0.8,
      "RMC_t": 0.75,
      "RJC_t": 0.8,
      "CLoss_t": 0.1,
      "CC_t": 0.1,
      "Corr_t": 0.1,
      "AL_t": 0.15
    }
  },
  {
    "id": "ai_context_collapse_compute_waste",
    "display_name": "AI Context Collapse / Compute Waste",
    "description": "Compute and guardrail burden rise because context was stripped upstream.",
    "variables": {
      "P_context_collapse": 0.9,
      "GuardrailCompensation_t": 0.85,
      "ComputeOverhead_t": 0.8,
      "TrustErosion_t": 0.8,
      "Scale_t": 0.85,
      "Ambiguity_t": 0.8,
      "ComputeIntensity_t": 0.75,
      "PI_t": 0.25,
      "PurposeBoundUse_t": 0.2,
      "HumanMeaningAnchor_t": 0.2,
      "Auditability_t": 0.25,
      "ComputeStewardship_t": 0.25
    }
  },
  {
    "id": "diamond_framework_reconstruction",
    "display_name": "6.10 KB Diamond / Framework Reconstruction",
    "description": "Compact framework seed re-expands into recognizable HIR/OAM structure.",
    "variables": {
      "CDens_t": 0.95,
      "RS_t": 0.9,
      "BA_t": 0.9,
      "BSig_t": 0.95,
      "RMC_t": 0.85,
      "BR_t": 0.9,
      "RJC_t": 0.9,
      "CC_t": 0.1,
      "AL_t": 0.15,
      "Drift_t": 0.1,
      "SB_t": 0.9,
      "RepCap_t": 0.85
    }
  }
]