prediction:
No markdown, no text, no citations, no explanations. Return structured decision with constraints and candidate routing.
TARGET_DECISION:
{"candidate_decisions":[{"candidate_id":"cand_frontier_001","decision_type":"frontier_dft_candidate","requires_followup":["full_dft_validation","structure_or_property_evidence"],"usable_for":["candidate_ranking","evidence_planning","dft_planning"]}],"decision_type":"stack_agreement_decision","requires_followup":["full_dft_validation","structure_or_property_evidence"],"usable_for":["candidate_ranking","evidence_planning","dft_planning"]}


prediction:
No markdown, no text, no explanations. Return a structured decision with constraints, candidate routing, reject reasons, and the next action for evidence retrieval or human review.
TARGET_DECISION:
{"decision_type":"stack_agreement_decision","decision_role":"candidate_router_or_retrieval_planner","requires_followup":["full_dft_or_synthesis_validation","structure_or_property_evidence_check"],"usable_for":["candidate_ranking","evidence_planning","decision_validation"],"venue":"materials_discovery_or_synthesis_planning","workflow_stage":"preliminary_screening_or_planning"}


prediction:
No markdown, no text, no citations, no explanations. Return structured decision with constraints, candidate routing, reject reasons, evidence references, and the next action for decoder sampling, evidence retrieval, DFT validation, or human review.
TARGET_DECISION:
{"candidate_decisions":[{"candidate_id":"cand_ranked_001","decision_type":"stack_agreement_decision","requires_followup":["full_dft_validation"],"usable_for":["candidate_ranking","decision_grounding"],"venue_context":null,"was_retrieved_for":["decision_grounding","evidence_retrieval_context"]}],"decision_type":"candidate_ranking_or_retrieval_context","requires_followup":["full_dft_validation"],"usable_for":["candidate_ranking","decision_grounding","evidence_retrieval_context"],"venue_context":null,"was_retrieved_for":["decision_grounding","evidence_retrieval_context"]}


prediction:
No explanations or markdown.
{"decision_type":"stack_agreement_decision","decision_reason":"Physically invalid candidate with hard constraint violations (min_distance_angstrom=0.48, min_distance_violation_rate=0.12, passes_basic_constraints=false, passes_plausibility_filter=false)","candidate_id":"cand_invalid_001","decision_class":"rejected_candidates","requires_followup":["full_geometry_check","structure_repair_or_rejection"],"not_safe_for":["evidence_retrieval","candidate_promotion"]}


prediction: No markdown, no text, no citations, no explanations. Return structured constraints and evidence references only. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate_id, decision_type, decision_reason, evidence_references, and candidate_pool fields. Return null for any fields not explicitly provided in the input. Return the candidate pool as-is with no modifications. Return the structured decision with constraints, evidence references, and the next action for each candidate. Return only the candidate