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": 0.436,
"id": "ATLAS-101155",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-01T19:15:00Z",
"trace_id": "b71ddd8d-d681-99b3-4743-eaceebc3f609"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.34"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.856,
"latency_ms": 1954,
"timestamp": "2026-01-01T17:49:40.766311Z",
"value_at_risk_usd": 19874136.97
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 36,
"confidence_threshold": 0.744,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 4.56
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.791",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.808,
"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": 0.856,
"id": "ATLAS-109824",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T19:44:00Z",
"trace_id": "9ce2feba-56a8-cd19-45bb-3823b31e5aaa"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.81"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.499,
"latency_ms": 286,
"timestamp": "2026-01-07T18:22:43.032440Z",
"value_at_risk_usd": 14639228.7
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 86,
"confidence_threshold": 0.789,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -26.02
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.596",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.922,
"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": 0.425,
"id": "ATLAS-108544",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T22:24:00Z",
"trace_id": "af12eecd-56cb-481e-4428-26209e0f2fd7"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.71"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.659,
"latency_ms": 3852,
"timestamp": "2026-01-06T20:08:40.163319Z",
"value_at_risk_usd": 20946361.19
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 98,
"confidence_threshold": 0.687,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -15.32
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.723",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.6,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"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": 0.536,
"id": "ATLAS-109323",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T11:23:00Z",
"trace_id": "27fcf08c-955e-97a5-4024-2fc12c21a9fc"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.59"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.669,
"latency_ms": 3051,
"timestamp": "2026-01-07T11:15:33.296535Z",
"value_at_risk_usd": 5079950.15
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 125,
"confidence_threshold": 0.616,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 74.73
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.756",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.85,
"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": 0.914,
"id": "ATLAS-105320",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-04T16:40:00Z",
"trace_id": "aff4b15b-9cd4-244b-885f-d8b9e2b9bad1"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.84"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.98,
"latency_ms": 1901,
"timestamp": "2026-01-04T13:05:00.949151Z",
"value_at_risk_usd": 1110852.96
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 58,
"confidence_threshold": 0.917,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 93.79
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.812",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.708,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.496,
"id": "ATLAS-102161",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-02T12:01:00Z",
"trace_id": "8c944b03-8d9c-e322-7657-c5226fa5a663"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.78"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.958,
"latency_ms": 1608,
"timestamp": "2026-01-02T10:54:16.943976Z",
"value_at_risk_usd": 16811204.14
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 29,
"confidence_threshold": 0.813,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -15.32
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.806",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.546,
"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": 0.709,
"id": "ATLAS-100583",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T09:43:00Z",
"trace_id": "8c382431-1779-a44c-926a-a390f4604426"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.69"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.869,
"latency_ms": 1513,
"timestamp": "2026-01-01T08:49:31.188846Z",
"value_at_risk_usd": 23391946.5
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 28,
"confidence_threshold": 0.632,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 72.39
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.769",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.589,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.86,
"id": "ATLAS-101214",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-01T20:14:00Z",
"trace_id": "6fb62281-67db-5883-6603-15844acf1169"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.6"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.481,
"latency_ms": 3046,
"timestamp": "2026-01-01T16:23:12.477612Z",
"value_at_risk_usd": 19468761.01
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 136,
"confidence_threshold": 0.668,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 66.89
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.73",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.716,
"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": 0.902,
"id": "ATLAS-102476",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T17:16:00Z",
"trace_id": "588db3ce-0cf7-8274-b8d4-d87a011677f5"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.84"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.715,
"latency_ms": 2206,
"timestamp": "2026-01-02T16:03:05.431556Z",
"value_at_risk_usd": 8181153.32
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 109,
"confidence_threshold": 0.916,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 26.02
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.647",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.726,
"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": 0.704,
"id": "ATLAS-106406",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-05T10:46:00Z",
"trace_id": "000d370b-e9f0-3995-184e-94257a521dce"
} | {
"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-EXPLOIT-0.39"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.665,
"latency_ms": 1991,
"timestamp": "2026-01-05T08:51:38.095538Z",
"value_at_risk_usd": 11036383.03
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 3,
"confidence_threshold": 0.897,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 87.65
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.663",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.66,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.664,
"id": "ATLAS-107412",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T03:32:00Z",
"trace_id": "7d287039-9e32-e3f7-7d59-1f13483f3854"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.18"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.545,
"latency_ms": 3465,
"timestamp": "2026-01-06T02:33:45.696796Z",
"value_at_risk_usd": 16609893.61
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 137,
"confidence_threshold": 0.889,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 52.88
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.635",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.666,
"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": 0.811,
"id": "ATLAS-101262",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-01T21:02:00Z",
"trace_id": "f2ff7a3b-0edc-1761-168e-80f1a0de7b0f"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.65"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.624,
"latency_ms": 2833,
"timestamp": "2026-01-01T17:20:32.205298Z",
"value_at_risk_usd": 8708188.45
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 16,
"confidence_threshold": 0.686,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 60.3
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.815",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.946,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.698,
"id": "ATLAS-107516",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T05:16:00Z",
"trace_id": "d16c5845-01de-a689-3098-b90396e86765"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.35"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.641,
"latency_ms": 1699,
"timestamp": "2026-01-06T02:23:44.298672Z",
"value_at_risk_usd": 7634765.86
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 66,
"confidence_threshold": 0.599,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 26.5
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.666",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.627,
"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
} |
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} |
1.0.0-atlas-apex-sample | {
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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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1.0.0-atlas-apex-sample | {
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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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} |
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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