{"id":"W4392725740","doi":"10.1155/2024/6686238","title":"A Multifactor Combination Optimization Design Based on Orthogonality for a Two‐Degree‐of‐Freedom Floating Machine Gun Vibration System","year":2024,"lang":"en","type":"article","venue":"Shock and Vibration","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"National Natural Science Foundation of China","keywords":"Orthogonality; Vibration; Degree (music); Structural engineering; Computer science; Engineering; Control theory (sociology); Mathematics; Acoustics; Physics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002326206,0.001252535,0.001067774,0.0008533444,0.0005523407,0.0008905206,0.0006404821,0.0006631248,0.002115105],"category_scores_gemma":[0.002021652,0.0007254633,0.001264773,0.0006373051,0.0004610274,0.0005488102,0.0009205745,0.0008473405,0.000249844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789709,"about_ca_system_score_gemma":0.001475523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002724841,"about_ca_topic_score_gemma":0.002695758,"domain_scores_codex":[0.9987444,0.0005338803,0.00006135763,0.0002311839,0.0003040285,0.0001251296],"domain_scores_gemma":[0.9993316,0.0003400902,0.00009858875,0.00003573687,0.000166814,0.00002713439],"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":[0.000546646,0.000484264,0.00228081,0.0003864751,0.000179609,0.0001113281,0.0001677356,0.8421897,0.0345152,0.006275677,0.0003414472,0.1125211],"study_design_scores_gemma":[0.00005630976,0.0009270033,0.001139648,0.00001591955,0.00006904442,0.00001779021,0.0000378421,0.9914598,0.004462278,0.0008042757,0.0009849808,0.0000249425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08957772,0.0001823559,0.9066384,0.00005406447,0.00003049843,0.0002901198,0.00004751711,0.0002116476,0.002967736],"genre_scores_gemma":[0.6493767,0.0001850325,0.3470187,0.00004728295,0.00001489702,0.001032976,0.0001360309,0.0000575194,0.002130871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002724841,"threshold_uncertainty_score":0.01230228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273964747598877,"score_gpt":0.244983491478886,"score_spread":0.2175870167189983,"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."}}