substrate-education-simulator / docs /Simulator_Schema_v0_9_1.json
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{
"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 supports formation rather than replacing it.",
"range": {
"min": 0.0,
"max": 1.0
},
"default": 0.0,
"polarity": "add",
"related_variables": [],
"counter_variables": [],
"notes": ""
},
{
"id": "FutureImagination_t",
"symbol": "FutureImagination_t",
"display_name": "Futureimagination",
"category": "HIR_REPAIR",
"layer": "General / Cross-Layer",
"definition": "Futureimagination 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": "FamilySupport_t",
"symbol": "FamilySupport_t",
"display_name": "Familysupport",
"category": "HIR_REPAIR",
"layer": "General / Cross-Layer",
"definition": "Familysupport 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": "TeacherTime_t",
"symbol": "TeacherTime_t",
"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 / Cross-Layer",
"definition": "Formationsupport 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": "CuriositySafety_t",
"symbol": "CuriositySafety_t",
"display_name": "Curiositysafety",
"category": "HIR_REPAIR",
"layer": "General / Cross-Layer",
"definition": "Curiositysafety 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": "QuestionPermission_t",
"symbol": "QuestionPermission_t",
"display_name": "Questionpermission",
"category": "HIR_REPAIR",
"layer": "General / Cross-Layer",
"definition": "Questionpermission 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": "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."
]
}