schema_version stringclasses 1
value | event dict | identity_context dict | causal_telemetry_stream listlengths 7 7 | reasoning_trace dict | detection_logic dict | simulation dict |
|---|---|---|---|---|---|---|
1.0.0-atlas-apex-sample | {
"confidence": 0.412,
"id": "ATLAS-103690",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-03T13:30:00Z",
"trace_id": "36ba6f00-8969-ba4c-0229-57295067dea6"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.88"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.615,
"latency_ms": 120,
"timestamp": "2026-01-03T11:04:58.343883Z",
"value_at_risk_usd": 9175553.64
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 29,
"confidence_threshold": 0.62,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -1.58
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.685",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.697,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.602,
"id": "ATLAS-102733",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T21:33:00Z",
"trace_id": "96aeb19a-8a15-b601-e5a0-10e66bb97214"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.75"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.792,
"latency_ms": 1052,
"timestamp": "2026-01-02T18:28:43.035989Z",
"value_at_risk_usd": 2351010.11
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 11,
"confidence_threshold": 0.565,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 49.22
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.648",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.646,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.405,
"id": "ATLAS-101093",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T18:13:00Z",
"trace_id": "9c7035ea-976f-e89c-a2dc-91de4cda58eb"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.19"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.618,
"latency_ms": 229,
"timestamp": "2026-01-01T15:04:21.363099Z",
"value_at_risk_usd": 7827854.72
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 33,
"confidence_threshold": 0.595,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 35.84
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.714",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.675,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.82,
"id": "ATLAS-108943",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T05:03:00Z",
"trace_id": "9afc107a-b300-7e13-5405-a76f1316dffe"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.71"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.857,
"latency_ms": 1746,
"timestamp": "2026-01-07T03:30:33.284367Z",
"value_at_risk_usd": 18796800.8
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 18,
"confidence_threshold": 0.7,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 9.4
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.668",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.665,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.697,
"id": "ATLAS-107627",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-06T07:07:00Z",
"trace_id": "a133a47f-082a-2ed0-2c5e-bdbb5f872f2c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.43"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.595,
"latency_ms": 2367,
"timestamp": "2026-01-06T03:25:01.487895Z",
"value_at_risk_usd": 11281122.92
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 18,
"confidence_threshold": 0.554,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 9.28
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.655",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.549,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.679,
"id": "ATLAS-102483",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-02T17:23:00Z",
"trace_id": "0152a2c1-3bfb-80ae-53c5-49e204e02837"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.86"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.544,
"latency_ms": 391,
"timestamp": "2026-01-02T15:57:44.160519Z",
"value_at_risk_usd": 515327.5
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 120,
"confidence_threshold": 0.602,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 1.02
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.718",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.615,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.74,
"id": "ATLAS-109366",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T12:06:00Z",
"trace_id": "7dd90bc9-577f-dd0b-529e-4f387a49dd81"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.17"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.785,
"latency_ms": 407,
"timestamp": "2026-01-07T11:56:12.567909Z",
"value_at_risk_usd": 15330822.88
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 20,
"confidence_threshold": 0.738,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 4.96
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.746",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.966,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.746,
"id": "ATLAS-100845",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-01T14:05:00Z",
"trace_id": "ff174441-43a2-a3ef-d7a5-7efd7b3b0402"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.41"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.815,
"latency_ms": 2804,
"timestamp": "2026-01-01T13:05:20.299487Z",
"value_at_risk_usd": 11585077.53
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 140,
"confidence_threshold": 0.917,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 74.07
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.716",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.571,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.706,
"id": "ATLAS-104356",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-04T00:36:00Z",
"trace_id": "abc668c1-da10-7663-58c9-eed68abaf161"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.19"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.795,
"latency_ms": 1873,
"timestamp": "2026-01-03T21:06:30.380788Z",
"value_at_risk_usd": 5476938.6
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 48,
"confidence_threshold": 0.827,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 18.74
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.726",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.85,
"signal_conflicts": [
"temporal_inversion",
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.688,
"id": "ATLAS-103646",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T12:46:00Z",
"trace_id": "73f7df2d-5e16-f694-3d54-187c3685a5b5"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.75"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.612,
"latency_ms": 3023,
"timestamp": "2026-01-03T12:41:13.657684Z",
"value_at_risk_usd": 4709061.54
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 139,
"confidence_threshold": 0.79,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 60.13
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.623",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.573,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.938,
"id": "ATLAS-102707",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T21:07:00Z",
"trace_id": "ee0db022-cac7-2216-560b-d2e303c53711"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.18"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.638,
"latency_ms": 2455,
"timestamp": "2026-01-02T17:19:28.233651Z",
"value_at_risk_usd": 23330051.77
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 73,
"confidence_threshold": 0.847,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 7.17
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.819",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.592,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.71,
"id": "ATLAS-109978",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T22:18:00Z",
"trace_id": "3a5571f2-16f1-4332-2429-40d1b4b9599a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.78"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.905,
"latency_ms": 517,
"timestamp": "2026-01-07T21:47:46.587690Z",
"value_at_risk_usd": 4073093.95
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 64,
"confidence_threshold": 0.742,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -22.69
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.766",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.676,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.565,
"id": "ATLAS-105789",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-05T00:29:00Z",
"trace_id": "386e54bf-73a7-119c-7a06-84c72cc24089"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.27"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.903,
"latency_ms": 846,
"timestamp": "2026-01-05T00:07:52.231646Z",
"value_at_risk_usd": 18180224.92
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 102,
"confidence_threshold": 0.747,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -17.79
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.775",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.55,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
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} |
1.0.0-atlas-apex-sample | {
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} | [
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | [
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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},
{
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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],
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} | [
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},
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} | {
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],
"scenario_class": "distributed_system_coordination",
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} |
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