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": 0.496,
"id": "ATLAS-108396",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T19:56:00Z",
"trace_id": "932bf462-def6-931e-3318-da05012d2df9"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.83"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.597,
"latency_ms": 1108,
"timestamp": "2026-01-06T18:54:41.193634Z",
"value_at_risk_usd": 11953812.24
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 28,
"confidence_threshold": 0.578,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 80.33
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.61",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.525,
"signal_conflicts": []
} | {
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.899,
"id": "ATLAS-101322",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-01T22:02:00Z",
"trace_id": "50166dd4-e8eb-7312-3c44-121e8c629e8f"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.38"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.629,
"latency_ms": 2009,
"timestamp": "2026-01-01T19:29:19.199092Z",
"value_at_risk_usd": 19531045.84
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 46,
"confidence_threshold": 0.681,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 8.5
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.706",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.715,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.562,
"id": "ATLAS-100180",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T03:00:00Z",
"trace_id": "113c9f25-0b3f-953a-5e75-788f9fb886b2"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.43"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.984,
"latency_ms": 1400,
"timestamp": "2026-01-01T02:04:08.625185Z",
"value_at_risk_usd": 10544959.85
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 10,
"confidence_threshold": 0.793,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 59.07
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.696",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.933,
"signal_conflicts": []
} | {
"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": 0.557,
"id": "ATLAS-105391",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-04T17:51:00Z",
"trace_id": "a2df173a-0457-9ad2-e196-7400cf616cb5"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.31"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.496,
"latency_ms": 2599,
"timestamp": "2026-01-04T14:29:30.228832Z",
"value_at_risk_usd": 15577709.94
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 22,
"confidence_threshold": 0.851,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 0.85
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.642",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.907,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.434,
"id": "ATLAS-109540",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T15:00:00Z",
"trace_id": "320e0f6b-51fc-21a8-201b-31a0fc01b1de"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.65"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.731,
"latency_ms": 83,
"timestamp": "2026-01-07T13:14:33.213852Z",
"value_at_risk_usd": 818652.34
},
{
"data_source": "simulation_twin",
"domain": "... | {
"branches_evaluated": 16,
"confidence_threshold": 0.646,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 5.43
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.768",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.872,
"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": 0.957,
"id": "ATLAS-102384",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T15:44:00Z",
"trace_id": "08ad2072-e915-bc4f-5c47-302859b35c50"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.39"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.659,
"latency_ms": 597,
"timestamp": "2026-01-02T13:43:19.022003Z",
"value_at_risk_usd": 9073773.89
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 16,
"confidence_threshold": 0.587,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 33.76
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.68",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.552,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.726,
"id": "ATLAS-103842",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-03T16:02:00Z",
"trace_id": "584d62cb-c0d6-b5e7-5596-4bbe201bb098"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.62"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.742,
"latency_ms": 2731,
"timestamp": "2026-01-03T13:58:34.130397Z",
"value_at_risk_usd": 15115665.05
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 18,
"confidence_threshold": 0.67,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 66.49
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.755",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.735,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.525,
"id": "ATLAS-103140",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-03T04:20:00Z",
"trace_id": "05a96ec6-6276-56ec-efbf-2d1674bb7d89"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.15"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.563,
"latency_ms": 1057,
"timestamp": "2026-01-03T03:33:35.665128Z",
"value_at_risk_usd": 17936993.34
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 37,
"confidence_threshold": 0.642,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 93.31
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.739",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.521,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.794,
"id": "ATLAS-100717",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T11:57:00Z",
"trace_id": "ce2620ff-3285-29a1-5c46-3ee165b58140"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.85"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.746,
"latency_ms": 1291,
"timestamp": "2026-01-01T08:04:40.756725Z",
"value_at_risk_usd": 24581902.72
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 49,
"confidence_threshold": 0.732,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 48.45
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.597",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.733,
"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": 0.482,
"id": "ATLAS-103061",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-03T03:01:00Z",
"trace_id": "ec3c9e2d-9060-f6de-e1ff-a16e8f8d8f82"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.76"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.931,
"latency_ms": 3114,
"timestamp": "2026-01-03T01:54:13.811356Z",
"value_at_risk_usd": 16412997.66
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 8,
"confidence_threshold": 0.637,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 26.99
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.67",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.525,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"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": 0.54,
"id": "ATLAS-105424",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T18:24:00Z",
"trace_id": "917ef93d-4054-1a08-d432-ce341a67e674"
} | {
"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-0.9"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.852,
"latency_ms": 180,
"timestamp": "2026-01-04T14:37:56.633983Z",
"value_at_risk_usd": 5553522.19
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 9,
"confidence_threshold": 0.77,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 20.97
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.814",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.603,
"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": 0.646,
"id": "ATLAS-109315",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-07T11:15:00Z",
"trace_id": "ff76f1a3-2423-dc8a-0351-a2e6e658c097"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.36"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.939,
"latency_ms": 2427,
"timestamp": "2026-01-07T09:08:13.511029Z",
"value_at_risk_usd": 11971164.35
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 11,
"confidence_threshold": 0.718,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 11.39
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.744",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.627,
"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": 0.934,
"id": "ATLAS-104756",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-04T07:16:00Z",
"trace_id": "f311fb86-4d58-b378-76ce-0aaad32c7e9e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.12"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.763,
"latency_ms": 3805,
"timestamp": "2026-01-04T06:24:17.642527Z",
"value_at_risk_usd": 4229372.48
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 17,
"confidence_threshold": 0.709,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 1.04
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.675",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.594,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
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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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} |
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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} | {
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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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} |
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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],
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} |
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