{"id":"W2771050781","doi":"10.5539/mer.v7n2p53","title":"Optimal Design of Hanging Truss Having SMA Wires (From Vibration Isolation and Attenuation Viewpoints)","year":2017,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SMA*; Structural engineering; Truss; Attenuation; Shape-memory alloy; Vibration isolation; Bracing; Vibration; Engineering; Materials science; Computer science; Acoustics; Physics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005242572,0.001040947,0.0008799797,0.000833882,0.0002542102,0.0006742573,0.0008086355,0.0009566001,0.001401795],"category_scores_gemma":[0.0008965189,0.0006109201,0.0006859007,0.000468972,0.0005087613,0.0003642947,0.000548378,0.0004249312,0.0001865636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005399975,"about_ca_system_score_gemma":0.001000377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005018747,"about_ca_topic_score_gemma":0.003729835,"domain_scores_codex":[0.9997745,0.00005966886,0.000009306767,0.00004744973,0.00004980278,0.00005931584],"domain_scores_gemma":[0.999715,0.0000981327,0.00006779107,0.00001173858,0.00007302207,0.00003417069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003644686,0.00003237162,0.0004893972,0.00007533342,0.00003188416,0.0001073951,0.00003344508,0.9810511,0.004284727,0.001604387,0.0002740732,0.01197935],"study_design_scores_gemma":[0.00001731021,0.000135798,0.0004350658,0.00001536427,0.00002157014,0.00002006838,0.00003297621,0.9970927,0.0007943513,0.001058197,0.0003695364,0.00000692785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2666607,0.001511596,0.7181471,0.0002290343,0.00007004521,0.000202521,0.0001202041,0.0003961958,0.01266259],"genre_scores_gemma":[0.8963074,0.0005304353,0.09954239,0.00008033311,0.00001586431,0.0002305995,0.0001288139,0.00004715835,0.003117131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005018747,"threshold_uncertainty_score":0.009979069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05638820724594155,"score_gpt":0.3077433813529143,"score_spread":0.2513551741069728,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}