{"id":"W7108069584","doi":"10.1139/tcsme-2025-0041","title":"Theoretical studies of self-synchronous transmission mechanism in a far super-resonant vibrating system actuated with four central symmetry motors","year":2025,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Sichuan Province","keywords":"Vibration; Synchronization (alternating current); Mechanism (biology); Control theory (sociology); Symmetry (geometry); Mechanical system; Transmission (telecommunications); Stability (learning theory); Trajectory; Rotational symmetry","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":[0.000211638,0.0002797524,0.0002886064,0.0003298174,0.0003929533,0.0003382723,0.0006542628,0.0005025826,0.002137388],"category_scores_gemma":[0.0002927099,0.0001982645,0.0004445249,0.0001618068,0.0008938727,0.0006346615,0.0004434181,0.0002906875,0.0002182192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529842,"about_ca_system_score_gemma":0.0002732482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088995,"about_ca_topic_score_gemma":0.0005142508,"domain_scores_codex":[0.9998899,0.00002010795,0.000004783778,0.00002673353,0.00004188562,0.00001666686],"domain_scores_gemma":[0.9999123,0.00002885745,0.00002410013,0.00001121423,0.00001551978,0.000008092481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001096065,0.00008074269,0.001231389,0.0002884063,0.0000480733,0.0007889531,0.0008030275,0.5192143,0.1280895,0.3292567,0.001035487,0.01905388],"study_design_scores_gemma":[0.000006630633,0.00003594547,0.0003002934,0.000004826598,0.000005247463,0.00005912209,0.00003561764,0.9891311,0.001811245,0.008041171,0.0005594298,0.000009319851],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2472564,0.001002771,0.714762,0.0004483045,0.00009353341,0.00005866958,0.00004854736,0.0002091085,0.03612058],"genre_scores_gemma":[0.9860759,0.0003861781,0.00984654,0.00003242257,0.00001516338,0.0000390537,0.00001561925,0.00001629948,0.003572779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002137388,"threshold_uncertainty_score":0.007150292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00672539362662262,"score_gpt":0.2021817327015185,"score_spread":0.1954563390748959,"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."}}