id,material_type,stimulus_type,stimulus_profile,response_measure,cycle_count,baseline_coherence_score,response_latency_profile,stimulus_response_gain,variability_index,expected_cycle_lifetime,notes,constraints,gold_checklist
SMC-T01,"shape memory alloy","thermal","40-85C cycle","strain recovery",150,,,,,,"Model must estimate baseline coherence","predict baseline only","baseline+latency+gain"