{ "schema_title": "Major Rescue Atlas / Substrate Education Simulator Schema v0.9.1", "schema_version": "0.9.1", "source_artifacts": [ "Major_Rescue_Atlas_Substrate_Education_Master_Continuity_Packet_v0_9.txt", "Grok Super Heavy extraction pasted by user" ], "status": "runtime_schema_candidate_hardened", "claims_boundary": { "model_type": "pressure_backtrace", "not_prediction": true, "not_diagnosis": true, "not_blame_model": true, "not_anti_ai": true, "not_anti_college": true, "not_anti_non_college_path": true, "intended_use": "map pressure fields, compare repair paths, support bounded runtime construction and scenario analysis", "prohibited_use": [ "individual diagnosis", "causal proof", "prediction", "blame assignment", "algorithmic decision-making without human accountability", "policy justification without human review" ], "interpretation_warning": "All outputs are scenario pressure maps, not statements about real individuals or groups. High-risk scores indicate repair-path urgency, not moral judgment." }, "scoring": { "range": { "min": 0.0, "max": 1.0 }, "anchors": { "0.00": "absent", "0.25": "weak/background", "0.50": "moderate/visible", "0.75": "strong/active", "1.00": "severe/dominant" }, "polarity_rules": { "OAM_PRESSURE": "subtract", "HIR_REPAIR": "add", "MULTIPLIER": "multiply", "OUTPUT": "computed", "STATE": "contextual" } }, "thresholds": { "moderate_risk_threshold": 0.65, "severe_risk_threshold": 0.8, "insufficient_repair_threshold": 0.35, "active_repair_threshold": 0.7 }, "routing_categories": { "GREEN_STABLE": { "condition": "S >= 0.70 and no severe risk flag", "meaning": "Pressure is manageable and repair paths are active." }, "YELLOW_WATCH": { "condition": "0.50 <= S < 0.70 or one moderate risk cluster", "meaning": "Moderate pressure; monitor and support repair." }, "ORANGE_REPAIR_REQUIRED": { "condition": "0.30 <= S < 0.50 or multiple moderate risk clusters", "meaning": "Repair is required; multiple pressure points active." }, "RED_HARD_REPAIR": { "condition": "S < 0.30 or any severe risk cluster combined with low repair availability", "meaning": "High urgency; hard repair needed." } }, "variables": [ { "id": "P_cost", "symbol": "P_cost", "display_name": "Cost", "category": "OAM_PRESSURE", "layer": "Education Access", "definition": "Education cost pressure including tuition, fees, living cost, and opportunity cost.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "AffordablePath_t", "Grants_t", "DebtTransparentPlanning_t" ], "notes": "" }, { "id": "P_debt", "symbol": "P_debt", "display_name": "Debt", "category": "OAM_PRESSURE", "layer": "Education Access", "definition": "Delayed pressure from loans and debt drag.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "DebtTransparentPlanning_t", "AffordablePath_t" ], "notes": "" }, { "id": "P_credential", "symbol": "P_credential", "display_name": "Credential", "category": "OAM_PRESSURE", "layer": "Credential Blindness", "definition": "Credential blindness or dismissal of capability because formal credential markers are missing.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "EOW_t", "PublicProvenance_t", "TC_t", "TL_t" ], "notes": "" }, { "id": "P_access", "symbol": "P_access", "display_name": "Access", "category": "OAM_PRESSURE", "layer": "Education Access", "definition": "Access variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_attention", "symbol": "P_attention", "display_name": "Attention", "category": "OAM_PRESSURE", "layer": "Attention", "definition": "Short-form fragmentation, no-closure loops, hook-bait, and context loss.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "AttentionRepair_t", "LC_t", "ReflectionTime_t" ], "notes": "" }, { "id": "P_sensational", "symbol": "P_sensational", "display_name": "Sensational", "category": "OAM_PRESSURE", "layer": "Attention Market", "definition": "Sensational variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_algorithm", "symbol": "P_algorithm", "display_name": "Algorithm", "category": "OAM_PRESSURE", "layer": "Platform Routing", "definition": "Algorithm variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_time", "symbol": "P_time", "display_name": "Time", "category": "OAM_PRESSURE", "layer": "Time Theft", "definition": "Time variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_AI", "symbol": "P_AI", "display_name": "AI Pressure", "category": "OAM_PRESSURE", "layer": "AI / Formation", "definition": "AI output replacing formation rather than supporting it.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "FormationPreservingAI_t", "ScaffoldDiscipline_t", "VerificationTraining_t" ], "notes": "" }, { "id": "P_AI_crutch", "symbol": "P_AI-crutch", "display_name": "AI Crutch", "category": "RISK", "layer": "AI / Formation Debt", "definition": "AI dependency, formation debt, verification gap, or competence shock.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "VerificationTraining_t", "ScaffoldDiscipline_t", "HumanMentorship_t", "FormationSupport_t" ], "notes": "" }, { "id": "P_institution", "symbol": "P_institution", "display_name": "Institution", "category": "OAM_PRESSURE", "layer": "Institutional", "definition": "Institution variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_civic", "symbol": "P_civic", "display_name": "Civic", "category": "OAM_PRESSURE", "layer": "Civic", "definition": "Civic variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_connection", "symbol": "P_connection", "display_name": "Connection", "category": "OAM_PRESSURE", "layer": "Belonging", "definition": "Connection variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_weightless", "symbol": "P_weightless", "display_name": "Weightless", "category": "OAM_PRESSURE", "layer": "Online Consequence", "definition": "Weightless variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_school", "symbol": "P_school", "display_name": "School", "category": "OAM_PRESSURE", "layer": "Early Education", "definition": "School variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_identity", "symbol": "P_identity", "display_name": "Identity", "category": "OAM_PRESSURE", "layer": "Identity Formation", "definition": "Identity variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_home", "symbol": "P_home", "display_name": "Home", "category": "OAM_PRESSURE", "layer": "Family", "definition": "Home variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_forced_gradient", "symbol": "P_forced-gradient", "display_name": "Forced Gradient", "category": "OAM_PRESSURE", "layer": "Forced Path", "definition": "Forced Gradient variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_home_fracture", "symbol": "P_home-fracture", "display_name": "Home Fracture", "category": "OAM_PRESSURE", "layer": "Family Fracture", "definition": "Home Fracture variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_civic_capture", "symbol": "P_civic-capture", "display_name": "Civic Capture", "category": "RISK", "layer": "Civic Capture", "definition": "Civic Capture variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_personal", "symbol": "P_personal", "display_name": "Personal", "category": "OAM_PRESSURE", "layer": "Individual Future Loss", "definition": "Personal variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_future_loss", "symbol": "P_future-loss", "display_name": "Future Loss", "category": "OAM_PRESSURE", "layer": "Individual Future Loss", "definition": "Future Loss variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_coping", "symbol": "P_coping", "display_name": "Coping", "category": "RISK", "layer": "False Closure", "definition": "Coping variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_societal_capture", "symbol": "P_societal-capture", "display_name": "Societal Capture", "category": "OAM_PRESSURE", "layer": "Permission / Belonging", "definition": "Societal Capture variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "BelongingWithoutCapture_t", "SafeDissent_t", "IdentityMobility_t" ], "notes": "" }, { "id": "P_dogma", "symbol": "P_dogma", "display_name": "Dogma", "category": "OAM_PRESSURE", "layer": "Permission / Dogma", "definition": "Dogma variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "CuriositySafety_t", "QuestionPermission_t", "SafeDissent_t" ], "notes": "" }, { "id": "P_belonging_loss", "symbol": "P_belonging-loss", "display_name": "Belonging Loss", "category": "OAM_PRESSURE", "layer": "Permission / Belonging", "definition": "Belonging Loss variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_self_censorship", "symbol": "P_self-censorship", "display_name": "Self Censorship", "category": "OAM_PRESSURE", "layer": "Permission / Identity", "definition": "Self Censorship variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "P_identity_lock", "symbol": "P_identity-lock", "display_name": "Identity Lock", "category": "OAM_PRESSURE", "layer": "Identity", "definition": "Identity Lock variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "PEI_t", "symbol": "PEI_t", "display_name": "Pei", "category": "OAM_PRESSURE", "layer": "Parent Education Inheritance", "definition": "Parent education pressure history transferred into the child’s education field.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "EducationHistoryVisibility_t", "PressureInheritanceAwareness_t", "NonProjectionSupport_t" ], "notes": "" }, { "id": "P_college_only", "symbol": "P_college-only", "display_name": "College Only", "category": "OAM_PRESSURE", "layer": "Parent Education Inheritance", "definition": "Pressure that college is the only safe or successful path.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "ChoicePlurality_t", "FutureFitDialogue_t", "DebtTransparentPlanning_t" ], "notes": "" }, { "id": "P_college_avoidance", "symbol": "P_college-avoidance", "display_name": "College Avoidance", "category": "OAM_PRESSURE", "layer": "Parent Education Inheritance", "definition": "Pressure that college is dangerous, excluding, a debt trap, or betrayal.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "EducationHistoryVisibility_t", "ChoicePlurality_t", "SafeDissent_t" ], "notes": "" }, { "id": "PCE_t", "symbol": "PCE_t", "display_name": "Pce", "category": "OAM_PRESSURE", "layer": "Cognition Graduation", "definition": "Premature college expectation before cognition visibility or path resonance.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "CG_t", "PR_t", "FCA_t", "FutureFitDialogue_t" ], "notes": "" }, { "id": "CFD_t", "symbol": "CFD_t", "display_name": "Cfd", "category": "STATE", "layer": "Cognition Graduation", "definition": "Choice fog density around a student's next path.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "IE_t", "CL_t", "DE_t", "MentorBridge_t" ], "notes": "" }, { "id": "P_labeling", "symbol": "P_labeling", "display_name": "Labeling", "category": "OAM_PRESSURE", "layer": "Genius Recognition", "definition": "Labels that misread cognition or latent genius as failure, laziness, defiance, or lack of ability.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "ChildCognitionVisibility_t", "CL_t", "EOW_t", "MentorBridge_t" ], "notes": "" }, { "id": "OA_t", "symbol": "OA_t", "display_name": "Oa", "category": "OAM_PRESSURE", "layer": "Agency", "definition": "Oa variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "ROA_t", "symbol": "ROA_t", "display_name": "Roa", "category": "OAM_PRESSURE", "layer": "Role Agency", "definition": "Roa variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "CD_t", "symbol": "CD_t", "display_name": "Cd", "category": "STATE", "layer": "Closure", "definition": "Cd variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "CP_t", "symbol": "CP_t", "display_name": "Cp", "category": "OAM_PRESSURE", "layer": "Craving", "definition": "Cp variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "TT_t", "symbol": "TT_t", "display_name": "Tt", "category": "OAM_PRESSURE", "layer": "Time Theft", "definition": "Tt variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "WC_t", "symbol": "WC_t", "display_name": "Wc", "category": "OAM_PRESSURE", "layer": "Online Consequence", "definition": "Wc variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "RF_loss_t", "symbol": "RF_loss_t", "display_name": "Rf Loss", "category": "OAM_PRESSURE", "layer": "Reality Friction Loss", "definition": "Rf Loss variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "CTF_t", "symbol": "CTF_t", "display_name": "Ctf", "category": "OAM_PRESSURE", "layer": "Cognition Translation", "definition": "Ctf variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "IE_t", "ChildCognitionVisibility_t", "TeacherTime_t" ], "notes": "" }, { "id": "IF_t", "symbol": "IF_t", "display_name": "If", "category": "OAM_PRESSURE", "layer": "Identity Formation", "definition": "If variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "IdentityMobility_t", "FutureImagination_t" ], "notes": "" }, { "id": "FIL_t", "symbol": "FIL_t", "display_name": "Fil", "category": "OAM_PRESSURE", "layer": "Future Imagination", "definition": "Fil variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "HDB_t", "symbol": "HDB_t", "display_name": "Hdb", "category": "OUTPUT", "layer": "Human Dust Bowl", "definition": "Hdb variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "computed", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "FCI_t", "symbol": "FCI_t", "display_name": "Fci", "category": "OUTPUT", "layer": "False Closure", "definition": "Fci variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "computed", "related_variables": [], "counter_variables": [ "RepairCompletion_t", "AccountabilityWithRepair_t", "LC_t" ], "notes": "" }, { "id": "AD_t", "symbol": "AD_t", "display_name": "Ad", "category": "OUTPUT", "layer": "Agency Drain", "definition": "Ad variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "computed", "related_variables": [], "counter_variables": [ "ReinternalizedAgency_t", "LC_t", "TrustedConnection_t" ], "notes": "" }, { "id": "TIP_t", "symbol": "TIP_t", "display_name": "Tip", "category": "RISK", "layer": "Teacher Strain", "definition": "Tip variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "TeacherTime_t", "ParentLiteracy_t", "IE_t" ], "notes": "" }, { "id": "CCL_t", "symbol": "CCL_t", "display_name": "Ccl", "category": "RISK", "layer": "Classroom Load", "definition": "Ccl variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "TeacherTime_t", "SupportStaff_t", "IE_t" ], "notes": "" }, { "id": "AFF_t", "symbol": "AFF_t", "display_name": "Aff", "category": "OAM_PRESSURE", "layer": "AI Future Fear", "definition": "Aff variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "PEM_t", "symbol": "PEM_t", "display_name": "Pem", "category": "OAM_PRESSURE", "layer": "Parent Literacy", "definition": "Pem variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [ "ParentLiteracy_t", "ActualLearningStateVisibility_t", "TeacherParentAlignment_t" ], "notes": "" }, { "id": "PEL_deficit_t", "symbol": "PEL_deficit_t", "display_name": "Pel Deficit", "category": "OAM_PRESSURE", "layer": "Parent Literacy", "definition": "Pel Deficit variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "subtract", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "LC_t", "symbol": "LC_t", "display_name": "Lc", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Actual closure of a learning, repair, meaning, or agency loop.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "IE_t", "symbol": "IE_t", "display_name": "Ie", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Internal / Externalize: making hidden cognition visible without freezing identity.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "EOW_t", "symbol": "EOW_t", "display_name": "Eow", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Reviewable evidence of work, including artifacts, receipts, demonstrations, logs, or outputs.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "ID_t", "symbol": "ID_t", "display_name": "Id", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Id variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "TC_t", "symbol": "TC_t", "display_name": "Tc", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Tc variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "PF_t", "symbol": "PF_t", "display_name": "Pf", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Pf variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "CareerBridge_t", "symbol": "CareerBridge_t", "display_name": "Careerbridge", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Careerbridge variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "Cascade_t", "symbol": "Cascade_t", "display_name": "Cascade", "category": "BRIDGE", "layer": "General / Cross-Layer", "definition": "Cascade variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "Reach_t", "symbol": "Reach_t", "display_name": "Reach", "category": "BRIDGE", "layer": "General / Cross-Layer", "definition": "Reach variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "TrustedConnection_t", "symbol": "TrustedConnection_t", "display_name": "Trustedconnection", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Trustedconnection variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "RF_t", "symbol": "RF_t", "display_name": "Rf", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Rf variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "Grit_t", "symbol": "Grit_t", "display_name": "Grit", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Grit variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "VerificationTraining_t", "symbol": "VerificationTraining_t", "display_name": "Verificationtraining", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Verificationtraining variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "HumanMentorship_t", "symbol": "HumanMentorship_t", "display_name": "Humanmentorship", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Humanmentorship variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "ScaffoldDiscipline_t", "symbol": "ScaffoldDiscipline_t", "display_name": "Scaffolddiscipline", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Scaffolddiscipline variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "FormationPreservingAI_t", "symbol": "FormationPreservingAI_t", "display_name": "Formationpreservingai", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "AI that 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"display_name": "Teachertime", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Teachertime variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "PublicProvenance_t", "symbol": "PublicProvenance_t", "display_name": "Publicprovenance", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Publicprovenance variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "ParentLiteracy_t", "symbol": "ParentLiteracy_t", "display_name": "Parentliteracy", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Parent understanding of learning formation, cognition, AI risk, pressure, and loop closure.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "ActualLearningStateVisibility_t", "symbol": "ActualLearningStateVisibility_t", "display_name": "Actuallearningstatevisibility", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Actuallearningstatevisibility variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "ChildCognitionVisibility_t", "symbol": "ChildCognitionVisibility_t", "display_name": "Childcognitionvisibility", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Childcognitionvisibility variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "CivicLiteracy_t", "symbol": "CivicLiteracy_t", "display_name": "Civicliteracy", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Civicliteracy variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "HouseholdSupport_t", "symbol": "HouseholdSupport_t", "display_name": "Householdsupport", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Householdsupport variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "FuturePathVisibility_t", "symbol": "FuturePathVisibility_t", "display_name": "Futurepathvisibility", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Futurepathvisibility variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "SafeRepairPath_t", "symbol": "SafeRepairPath_t", "display_name": "Saferepairpath", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Saferepairpath variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "AccountabilityWithRepair_t", "symbol": "AccountabilityWithRepair_t", "display_name": "Accountabilitywithrepair", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Accountabilitywithrepair variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "FormationSupport_t", "symbol": "FormationSupport_t", "display_name": "Formationsupport", "category": "HIR_REPAIR", "layer": "General / 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"id": "BelongingWithoutCapture_t", "symbol": "BelongingWithoutCapture_t", "display_name": "Belongingwithoutcapture", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Belongingwithoutcapture variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "IdentityMobility_t", "symbol": "IdentityMobility_t", "display_name": "Identitymobility", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Identitymobility variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "SafeDissent_t", "symbol": "SafeDissent_t", "display_name": "Safedissent", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Safedissent variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "EducationHistoryVisibility_t", "symbol": "EducationHistoryVisibility_t", "display_name": "Educationhistoryvisibility", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Parent visibility into how their own education story affects the child's path.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "PressureInheritanceAwareness_t", "symbol": "PressureInheritanceAwareness_t", "display_name": "Pressureinheritanceawareness", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Recognition of inherited fear, shame, debt memory, status pressure, or credential wounds before projection.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "FutureFitDialogue_t", "symbol": "FutureFitDialogue_t", "display_name": "Futurefitdialogue", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Honest parent/student dialogue about fit, cost, cognition, desire, ability, dignity, and path.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "ChoicePlurality_t", "symbol": "ChoicePlurality_t", "display_name": "Choiceplurality", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Multiple valid post-school paths can be compared without shame.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "DebtTransparentPlanning_t", "symbol": "DebtTransparentPlanning_t", "display_name": "Debttransparentplanning", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Debttransparentplanning variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "NonProjectionSupport_t", "symbol": "NonProjectionSupport_t", "display_name": "Nonprojectionsupport", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Nonprojectionsupport variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "CG_t", "symbol": "CG_t", "display_name": "Cg", "category": "OUTPUT", "layer": "General / Cross-Layer", "definition": "Cognition Graduation: the degree to which a student exits high school understanding their own cognition.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "computed", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "CL_t", "symbol": "CL_t", "display_name": "Cl", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Cognition Literacy: understanding how one's mind learns, maps, creates, repairs, and responds under pressure.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "PR_t", "symbol": "PR_t", "display_name": "Pr", "category": "BRIDGE", "layer": "General / Cross-Layer", "definition": "Path Resonance: fit between cognition, values, capacity, curiosity, and next path.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "DR_t", "symbol": "DR_t", "display_name": "Dr", "category": "BRIDGE", "layer": "General / Cross-Layer", "definition": "Domain Resonance: fit between cognition and a field, problem, craft, medium, role, or mission.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "DE_t", "symbol": "DE_t", "display_name": "De", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Domain Exposure: breadth and quality of exposure to possible fields, crafts, roles, problems, and futures.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "FCA_t", "symbol": "FCA_t", "display_name": "Fca", "category": "OUTPUT", "layer": "General / Cross-Layer", "definition": "Future Choice Agency: ability to choose a path because the student understands self and options.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "computed", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "GR_t", "symbol": "GR_t", "display_name": "Gr", "category": "OUTPUT", "layer": "General / Cross-Layer", "definition": "Genius Recognition: system capacity to identify nonstandard or under-translated genius.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "computed", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "TL_t", "symbol": "TL_t", "display_name": "Tl", "category": "BRIDGE", "layer": "General / Cross-Layer", "definition": "Talent Legibility: the degree to which ability becomes visible to reviewers, mentors, institutions, employers, or the public.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "LG_t", "symbol": "LG_t", "display_name": "Lg", "category": "STATE", "layer": "General / Cross-Layer", "definition": "Latent Genius: high potential not yet matched to field, language, recognition, proof path, or resonance.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "contextual", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "MentorBridge_t", "symbol": "MentorBridge_t", "display_name": "Mentorbridge", "category": "HIR_REPAIR", "layer": "General / Cross-Layer", "definition": "Mentorbridge variable from the v0.9 Substrate Education model.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "add", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "G_visibility", "symbol": "G_visibility", "display_name": "G Visibility", "category": "OUTPUT", "layer": "General / Cross-Layer", "definition": "Computed visibility of genius after cognition literacy, exposure, resonance, and evidence overcome blindness and labeling.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "computed", "related_variables": [], "counter_variables": [], "notes": "" }, { "id": "G_recovery", "symbol": "G_recovery", "display_name": "G Recovery", "category": "OUTPUT", "layer": "General / Cross-Layer", "definition": "Computed recovery path for latent genius through literacy, exposure, resonance, mentorship, evidence, and provenance.", "range": { "min": 0.0, "max": 1.0 }, "default": 0.0, "polarity": "computed", "related_variables": [], "counter_variables": [], "notes": "" } ], "equations": [ { "id": "S_future", "display_name": "Future Formation", "formula_string": "A_t*B_t - sum(OAM_PRESSURES) + sum(HIR_REPAIRS)", "runtime_formula": "clamp01(A_t * B_t - sum(selected_oam_pressure_values) + sum(selected_hir_repair_values))", "inputs": [ "A_t", "B_t", "P_cost", "P_debt", "P_credential", "P_access", "P_attention", "P_sensational", "P_algorithm", "P_time", "P_AI", "P_AI_crutch", "P_institution", "P_civic", "P_connection", "P_weightless", "P_school", "P_identity", "P_home", "P_forced_gradient", "P_home_fracture", "P_civic_capture", "P_personal", "P_future_loss", "P_coping", "P_societal_capture", "P_dogma", "P_belonging_loss", "P_self_censorship", "P_identity_lock", "PEI_t", "P_college_only", "P_college_avoidance", "PCE_t", "CFD_t", "P_labeling", "OA_t", "ROA_t", "CD_t", "CP_t", "TT_t", "WC_t", "RF_loss_t", "CTF_t", "IF_t", "FIL_t", "HDB_t", "FCI_t", "AD_t", "TIP_t", "CCL_t", "AFF_t", "PEM_t", "PEL_deficit_t", "LC_t", "IE_t", "EOW_t", "ID_t", "TC_t", "PF_t", "CareerBridge_t", "Cascade_t", "Reach_t", "TrustedConnection_t", "RF_t", "Grit_t", "VerificationTraining_t", "HumanMentorship_t", "ScaffoldDiscipline_t", "FormationPreservingAI_t", "FutureImagination_t", "FamilySupport_t", "TeacherTime_t", "PublicProvenance_t", "ParentLiteracy_t", "ActualLearningStateVisibility_t", "ChildCognitionVisibility_t", "CivicLiteracy_t", "HouseholdSupport_t", "FuturePathVisibility_t", "SafeRepairPath_t", "AccountabilityWithRepair_t", "FormationSupport_t", "CuriositySafety_t", "QuestionPermission_t", "BelongingWithoutCapture_t", "IdentityMobility_t", "SafeDissent_t", "EducationHistoryVisibility_t", "PressureInheritanceAwareness_t", "FutureFitDialogue_t", "ChoicePlurality_t", "DebtTransparentPlanning_t", "NonProjectionSupport_t", "CG_t", "CL_t", "PR_t", "DR_t", "DE_t", "FCA_t", "GR_t", "TL_t", "MentorBridge_t" ], "positive_terms": [ "LC_t", "IE_t", "EOW_t", "ID_t", "TC_t", "PF_t", "CareerBridge_t", "Cascade_t", "Reach_t", "TrustedConnection_t", "RF_t", "Grit_t", "VerificationTraining_t", "HumanMentorship_t", "ScaffoldDiscipline_t", "FormationPreservingAI_t", "FutureImagination_t", "FamilySupport_t", "TeacherTime_t", "PublicProvenance_t", "ParentLiteracy_t", "ActualLearningStateVisibility_t", "ChildCognitionVisibility_t", "CivicLiteracy_t", "HouseholdSupport_t", "FuturePathVisibility_t", "SafeRepairPath_t", "AccountabilityWithRepair_t", "FormationSupport_t", "CuriositySafety_t", "QuestionPermission_t", "BelongingWithoutCapture_t", "IdentityMobility_t", "SafeDissent_t", "EducationHistoryVisibility_t", "PressureInheritanceAwareness_t", "FutureFitDialogue_t", "ChoicePlurality_t", "DebtTransparentPlanning_t", "NonProjectionSupport_t", "CG_t", "CL_t", "PR_t", "DR_t", "DE_t", "FCA_t", "GR_t", "TL_t", "MentorBridge_t" ], "negative_terms": [ "P_cost", "P_debt", "P_credential", "P_access", "P_attention", "P_sensational", "P_algorithm", "P_time", "P_AI", "P_AI_crutch", "P_institution", "P_civic", "P_connection", "P_weightless", "P_school", "P_identity", "P_home", "P_forced_gradient", "P_home_fracture", "P_civic_capture", "P_personal", "P_future_loss", "P_coping", "P_societal_capture", "P_dogma", "P_belonging_loss", "P_self_censorship", "P_identity_lock", "PEI_t", "P_college_only", "P_college_avoidance", "PCE_t", "CFD_t", "P_labeling", "OA_t", "ROA_t", "CD_t", "CP_t", "TT_t", "WC_t", "RF_loss_t", "CTF_t", "IF_t", "FIL_t", "TIP_t", "CCL_t", "AFF_t", "PEM_t", "PEL_deficit_t" ], "multipliers": [], "outputs": [ "S_future" ], "normalization": "clamp_0_1", "notes": "Overall future formation/civic capacity under education pressure." }, { "id": "S_path", "display_name": "Student Path Stability", "formula_string": "CG_t * PR_t * FCA_t - PCE_t - CFD_t", "runtime_formula": "clamp01(CG_t * PR_t * FCA_t - PCE_t - CFD_t)", "inputs": [ "CG_t", "PR_t", "FCA_t", "PCE_t", "CFD_t" ], "positive_terms": [ "CG_t", "PR_t", "FCA_t" ], "negative_terms": [ "PCE_t", "CFD_t" ], "multipliers": [ "CG_t", "PR_t", "FCA_t" ], "outputs": [ "S_path" ], "normalization": "clamp_0_1", "notes": "Student path stability and agency." }, { "id": "G_visibility", "display_name": "Genius Visibility", "formula_string": "CL_t * DE_t * DR_t * EOW_t - (P_credential + P_labeling + CTF_t + IF_t)", "runtime_formula": "clamp01(CL_t * DE_t * DR_t * EOW_t - (P_credential + P_labeling + CTF_t + IF_t))", "inputs": [ "CL_t", "DE_t", "DR_t", "EOW_t", "P_credential", "P_labeling", "CTF_t", "IF_t" ], "positive_terms": [ "CL_t", "DE_t", "DR_t", "EOW_t" ], "negative_terms": [ "P_credential", "P_labeling", "CTF_t", "IF_t" ], "multipliers": [ "CL_t", "DE_t", "DR_t", "EOW_t" ], "outputs": [ "G_visibility" ], "normalization": "clamp_0_1", "notes": "Visibility of genius after literacy/exposure/resonance/evidence overcome blindness/labeling." }, { "id": "G_recovery", "display_name": "Latent Genius Recovery", "formula_string": "CL_t * DE_t * DR_t * MentorBridge_t * EOW_t * PublicProvenance_t - (P_labeling + P_credential + P_time + P_attention + P_societal-capture + P_dogma)", "runtime_formula": "clamp01(CL_t * DE_t * DR_t * MentorBridge_t * EOW_t * PublicProvenance_t - (P_labeling + P_credential + P_time + P_attention + P_societal_capture + P_dogma))", "inputs": [ "CL_t", "DE_t", "DR_t", "MentorBridge_t", "EOW_t", "PublicProvenance_t", "P_labeling", "P_credential", "P_time", "P_attention", "P_societal-capture", "P_dogma" ], "positive_terms": [ "CL_t", "DE_t", "DR_t", "MentorBridge_t", "EOW_t", "PublicProvenance_t" ], "negative_terms": [ "P_labeling", "P_credential", "P_time", "P_attention", "P_societal-capture", "P_dogma" ], "multipliers": [ "CL_t", "DE_t", "DR_t", "MentorBridge_t", "EOW_t", "PublicProvenance_t" ], "outputs": [ "G_recovery" ], "normalization": "clamp_0_1", "notes": "Recovery of latent genius through literacy, exposure, resonance, mentorship, evidence, and provenance." }, { "id": "S_parent_alignment", "display_name": "Parent Alignment", "formula_string": "A_t*B_t - (PEM_t + PEL_deficit_t + PEI_t + P_college-only + P_college-avoidance + P_time + P_debt + P_home-fracture + P_societal-capture + P_dogma) + (ParentLiteracy_t + EducationHistoryVisibility_t + PressureInheritanceAwareness_t + ChildCognitionVisibility_t + FutureFitDialogue_t + ChoicePlurality_t + DebtTransparentPlanning_t + NonProjectionSupport_t)", "runtime_formula": "clamp01(A_t*B_t - sum(parent_alignment_pressures) + sum(parent_alignment_repairs))", "inputs": [ "A_t", "B_t", "PEM_t", "PEL_deficit_t", "PEI_t", "P_college-only", "P_college-avoidance", "P_time", "P_debt", "P_home-fracture", "P_societal-capture", "P_dogma", "ParentLiteracy_t", "EducationHistoryVisibility_t", "PressureInheritanceAwareness_t", "ChildCognitionVisibility_t", "FutureFitDialogue_t", "ChoicePlurality_t", "DebtTransparentPlanning_t", "NonProjectionSupport_t" ], "positive_terms": [ "ParentLiteracy_t", "EducationHistoryVisibility_t", "PressureInheritanceAwareness_t", "ChildCognitionVisibility_t", "FutureFitDialogue_t", "ChoicePlurality_t", "DebtTransparentPlanning_t", "NonProjectionSupport_t" ], "negative_terms": [ "PEM_t", "PEL_deficit_t", "PEI_t", "P_college-only", "P_college-avoidance", "P_time", "P_debt", "P_home-fracture", "P_societal-capture", "P_dogma" ], "multipliers": [], "outputs": [ "S_parent_alignment" ], "normalization": "clamp_0_1", "notes": "Parent/child education-path alignment under inherited pressure." }, { "id": "AD_t", "display_name": "Agency Drain", "formula_string": "OA_t + FCI_t + CD_t", "runtime_formula": "clamp01(OA_t + FCI_t + CD_t)", "inputs": [ "OA_t", "FCI_t", "CD_t" ], "positive_terms": [], "negative_terms": [ "OA_t", "FCI_t", "CD_t" ], "multipliers": [], "outputs": [ "AD_t" ], "normalization": "clamp_0_1", "notes": "Agency drain output metric." }, { "id": "CCL_t", "display_name": "Classroom Cognition Load", "formula_string": "StudentCount * CognitionVariance * TraumaLoad * AttentionFragmentation", "runtime_formula": "clamp01(StudentCount * CognitionVariance * TraumaLoad * AttentionFragmentation)", "inputs": [ "StudentCount", "CognitionVariance", "TraumaLoad", "AttentionFragmentation" ], "positive_terms": [], "negative_terms": [ "StudentCount", "CognitionVariance", "TraumaLoad", "AttentionFragmentation" ], "multipliers": [ "StudentCount", "CognitionVariance", "TraumaLoad", "AttentionFragmentation" ], "outputs": [ "CCL_t" ], "normalization": "clamp_0_1", "notes": "Classroom compression load." } ], "output_metrics": [ { "id": "S_future", "symbol": "S_future", "definition": "Overall future formation / civic capacity under education pressure.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows s future as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "S_person", "symbol": "S_person", "definition": "Individual formation stability under pressure.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows s person as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "S_child", "symbol": "S_child", "definition": "Child formation stability.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows s child as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "S_school", "symbol": "S_school", "definition": "School formation environment stability.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows s school as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "S_teacher", "symbol": "S_teacher", "definition": "Teacher stability under classroom/system pressure.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows s teacher as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "S_major", "symbol": "S_major", "definition": "Major/discipline revival stability.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows s major as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "S_parent_alignment", "symbol": "S_parent_alignment", "definition": "Parent/child education-path alignment under inherited pressure.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows s parent alignment as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "S_path", "symbol": "S_path", "definition": "Student path stability and agency.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows s path as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "FutureCapacity_t", "symbol": "FutureCapacity_t", "definition": "Society’s ability to develop hidden talent and future builders.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows futurecapacity as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "TalentCapture_t", "symbol": "TalentCapture_t", "definition": "Ability to recognize and develop capability regardless of path.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows talentcapture as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "FormationDebt_t", "symbol": "FormationDebt_t", "definition": "Gap between apparent completion and internalized competence.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows formationdebt as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "CaptureRisk_t", "symbol": "CaptureRisk_t", "definition": "Susceptibility to manipulation/capture.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows capturerisk as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "HDB_t", "symbol": "HDB_t", "definition": "Human Dust Bowl pressure.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows hdb as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "AD_t", "symbol": "AD_t", "definition": "Agency drain.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows ad as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "FCI_t", "symbol": "FCI_t", "definition": "False closure index.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows fci as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "G_visibility", "symbol": "G_visibility", "definition": "Genius visibility.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows g visibility as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "G_recovery", "symbol": "G_recovery", "definition": "Latent genius recovery path.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows g recovery as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "ChoicePluralityIndex_t", "symbol": "ChoicePluralityIndex_t", "definition": "Multiple valid paths without shame.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows choicepluralityindex as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "PathResonanceIndex_t", "symbol": "PathResonanceIndex_t", "definition": "Felt fit between cognition and next path.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows pathresonanceindex as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "CognitionGraduationIndex_t", "symbol": "CognitionGraduationIndex_t", "definition": "Graduation includes cognition literacy.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows cognitiongraduationindex as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "TalentBurialRisk_t", "symbol": "TalentBurialRisk_t", "definition": "Risk that latent genius remains unseen or mislabeled.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows talentburialrisk as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "CuriositySafetyIndex_t", "symbol": "CuriositySafetyIndex_t", "definition": "Safety of inquiry under belonging pressure.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows curiositysafetyindex as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "TeacherPressureLoad_t", "symbol": "TeacherPressureLoad_t", "definition": "Effective teacher overload.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows teacherpressureload as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." }, { "id": "ParentAlignment_t", "symbol": "ParentAlignment_t", "definition": "Parent/teacher/student expectation alignment.", "input_variables": [], "interpretation": "Higher values indicate stronger pressure-map signal for this metric unless explicitly categorized as a repair metric.", "safe_language": "This scenario shows parentalignment as a pressure-map output.", "unsafe_interpretation_to_avoid": "Do not interpret this as diagnosis, prediction, moral judgment, or deterministic claim." } ], "scenario_presets": [ { "id": "credential_blind_talent_loss", "display_name": "Credential-Blind Talent Loss", "description": "High cost/credential pressure hides non-traditional talent.", "high_variables": [ "P_cost", "P_credential", "P_access", "P_time" ], "low_variables": [ "EOW_t", "PublicProvenance_t", "TC_t" ], "expected_risks": [ "TalentBurialRisk_t" ], "hir_repairs": [ "EOW_t", "PublicProvenance_t", "TC_t" ], "output_metrics_to_watch": [ "TalentCapture_t", "FutureCapacity_t" ], "safe_interpretation": "This scenario shows higher talent burial risk due to credential blindness." }, { "id": "ai_crutch_formation_debt", "display_name": "AI-Crutch Formation Debt", "description": "AI used as crutch creates passed-but-unformed states.", "high_variables": [ "P_AI", "P_AI_crutch" ], "low_variables": [ "VerificationTraining_t", "ScaffoldDiscipline_t", "HumanMentorship_t", "RF_t" ], "expected_risks": [ "FormationDebt_t" ], "hir_repairs": [ "VerificationTraining_t", "ScaffoldDiscipline_t", "HumanMentorship_t" ], "output_metrics_to_watch": [ "FormationDebt_t" ], "safe_interpretation": "This scenario shows higher formation debt risk." }, { "id": "teacher_pressure_chamber", "display_name": "Teacher Pressure Chamber", "description": "High teacher overload turns classroom into compression field.", "high_variables": [ "TIP_t", "CCL_t", "PEM_t", "P_attention", "P_AI", "P_institution" ], "low_variables": [ "TeacherTime_t", "ParentLiteracy_t", "IE_t" ], "expected_risks": [ "TeacherPressureLoad_t" ], "hir_repairs": [ "IE_t", "TeacherTime_t", "ParentLiteracy_t" ], "output_metrics_to_watch": [ "S_school", "S_teacher" ], "safe_interpretation": "This scenario shows higher teacher pressure load." }, { "id": "parent_projection_college_survival", "display_name": "Parent Projection / College-as-Survival", "description": "Parent fear drives premature college pressure.", "high_variables": [ "PEI_t", "P_college_only", "PCE_t" ], "low_variables": [ "EducationHistoryVisibility_t", "FutureFitDialogue_t", "ChoicePlurality_t", "CG_t", "PR_t" ], "expected_risks": [ "S_path", "S_parent_alignment" ], "hir_repairs": [ "EducationHistoryVisibility_t", "FutureFitDialogue_t", "ChoicePlurality_t" ], "output_metrics_to_watch": [ "S_parent_alignment", "S_path" ], "safe_interpretation": "This scenario shows higher inherited college-as-survival pressure." }, { "id": "parent_wound_college_threat", "display_name": "Parent Wound / College-as-Threat", "description": "Parent wound discourages college or exploration.", "high_variables": [ "PEI_t", "P_college_avoidance" ], "low_variables": [ "ChoicePlurality_t", "DebtTransparentPlanning_t", "SafeDissent_t", "FutureFitDialogue_t" ], "expected_risks": [ "S_path" ], "hir_repairs": [ "EducationHistoryVisibility_t", "ChoicePlurality_t", "SafeDissent_t" ], "output_metrics_to_watch": [ "S_parent_alignment", "S_path" ], "safe_interpretation": "This scenario shows higher inherited college-as-threat pressure." }, { "id": "latent_genius_burial", "display_name": "Latent Genius Burial", "description": "High-potential cognition is misread as failure.", "high_variables": [ "LG_t", "P_labeling", "P_credential", "CTF_t", "IF_t" ], "low_variables": [ "CL_t", "DE_t", "DR_t", "EOW_t", "MentorBridge_t", "TL_t" ], "expected_risks": [ "TalentBurialRisk_t" ], "hir_repairs": [ "CL_t", "DE_t", "DR_t", "EOW_t", "MentorBridge_t" ], "output_metrics_to_watch": [ "G_visibility", "TalentBurialRisk_t" ], "safe_interpretation": "This scenario shows higher latent genius burial risk." }, { "id": "genius_recognition_recovery", "display_name": "Genius Recognition / Recovery", "description": "Hidden talent becomes legible and routable.", "high_variables": [ "CL_t", "DE_t", "DR_t", "EOW_t", "MentorBridge_t", "PublicProvenance_t" ], "low_variables": [ "P_labeling", "P_credential", "P_time", "P_attention", "P_societal_capture", "P_dogma" ], "expected_risks": [], "hir_repairs": [ "CL_t", "DE_t", "DR_t", "EOW_t", "MentorBridge_t" ], "output_metrics_to_watch": [ "G_visibility", "G_recovery" ], "safe_interpretation": "This scenario shows higher genius recognition and recovery potential." } ], "couplings": [ { "source": "P_cost", "effect": "increases", "targets": [ "P_time", "P_debt", "P_access", "P_forced_gradient", "P_home_fracture" ], "condition": "always", "notes": "Cost cascades into time, debt, access, forced paths, and home strain." }, { "source": "P_attention", "effect": "increases", "targets": [ "CD_t", "CP_t", "OA_t", "CTF_t", "CCL_t" ], "condition": "always", "notes": "Attention fragmentation raises closure deficit, craving, outsourced agency, and classroom load." }, { "source": "P_AI_crutch", "effect": "increases", "targets": [ "FormationDebt_t", "VerificationGap_t", "CompetenceShock_t", "FR_i" ], "condition": "always", "notes": "AI crutch raises formation debt and replacement risk." }, { "source": "P_credential", "effect": "increases", "targets": [ "TalentMisrecognition", "InputNarrowing", "TalentBurialRisk_t" ], "condition": "always", "notes": "Credential blindness hides talent." }, { "source": "PEI_t", "effect": "increases", "targets": [ "PCE_t", "P_college_only", "P_college_avoidance", "PEM_t" ], "condition": "when parent carries unprocessed education history", "notes": "Inherited pressure transfers to child path choice." }, { "source": "CG_t", "effect": "reduces", "targets": [ "CFD_t", "PCE_t", "CTF_t", "P_labeling" ], "condition": "always", "notes": "Cognition graduation reduces choice fog and mislabeling." }, { "source": "CL_t", "effect": "reduces", "targets": [ "CFD_t", "PCE_t", "CTF_t", "P_labeling" ], "condition": "always", "notes": "Cognition literacy improves path clarity and reduces mislabeling." }, { "source": "DE_t", "effect": "increases", "targets": [ "PR_t", "DR_t", "G_visibility", "FCA_t" ], "condition": "always", "notes": "Domain exposure enables resonance and genius visibility." }, { "source": "EOW_t", "effect": "increases", "targets": [ "TL_t", "GR_t", "TC_t", "G_visibility" ], "condition": "always", "notes": "Evidence of work improves talent legibility." }, { "source": "ChoicePlurality_t", "effect": "reduces", "targets": [ "P_college_only", "P_college_avoidance", "P_forced_gradient", "P_societal_capture" ], "condition": "always", "notes": "Choice plurality reduces forced and capture pressures." }, { "source": "FormationPreservingAI_t", "effect": "reduces", "targets": [ "P_AI_crutch", "FormationDebt_t", "OutputReplacementRisk" ], "condition": "always", "notes": "Formation-preserving AI reduces crutch risk." }, { "source": "VerificationTraining_t", "effect": "reduces", "targets": [ "P_AI_crutch", "FormationDebt_t" ], "condition": "always", "notes": "Verification training reduces AI-crutch formation debt." } ], "implementation_notes": [ "Runtime IDs are normalized to avoid hyphen parsing issues; original symbols are preserved in the symbol field.", "Formula strings preserve display math; runtime_formula fields indicate implementation-safe computation patterns.", "This schema is a simulator scaffold, not empirical validation.", "All scores are scenario values, not claims about individuals." ] }